{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: tensorflow-gpu==2.2.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (2.2.0)\n",
      "Requirement already satisfied: astunparse==1.6.3 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.6.3)\n",
      "Requirement already satisfied: scipy==1.4.1; python_version >= \"3\" in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.4.1)\n",
      "Requirement already satisfied: gast==0.3.3 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (0.3.3)\n",
      "Requirement already satisfied: absl-py>=0.7.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (0.9.0)\n",
      "Requirement already satisfied: termcolor>=1.1.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.1.0)\n",
      "Requirement already satisfied: six>=1.12.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.15.0)\n",
      "Requirement already satisfied: tensorflow-estimator<2.3.0,>=2.2.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (2.2.0)\n",
      "Requirement already satisfied: keras-preprocessing>=1.1.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.1.2)\n",
      "Requirement already satisfied: grpcio>=1.8.6 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.30.0)\n",
      "Requirement already satisfied: google-pasta>=0.1.8 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (0.2.0)\n",
      "Requirement already satisfied: wheel>=0.26; python_version >= \"3\" in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (0.34.2)\n",
      "Requirement already satisfied: h5py<2.11.0,>=2.10.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (2.10.0)\n",
      "Requirement already satisfied: protobuf>=3.8.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (3.12.2)\n",
      "Requirement already satisfied: opt-einsum>=2.3.2 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (3.2.1)\n",
      "Requirement already satisfied: tensorboard<2.3.0,>=2.2.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (2.2.2)\n",
      "Requirement already satisfied: wrapt>=1.11.1 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.12.1)\n",
      "Requirement already satisfied: numpy<2.0,>=1.16.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.18.5)\n",
      "Requirement already satisfied: setuptools in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from protobuf>=3.8.0->tensorflow-gpu==2.2.0) (49.2.0.post20200714)\n",
      "Requirement already satisfied: tensorboard-plugin-wit>=1.6.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (1.7.0)\n",
      "Requirement already satisfied: markdown>=2.6.8 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (3.2.2)\n",
      "Requirement already satisfied: werkzeug>=0.11.15 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (1.0.1)\n",
      "Requirement already satisfied: google-auth<2,>=1.6.3 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (1.19.1)\n",
      "Requirement already satisfied: google-auth-oauthlib<0.5,>=0.4.1 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (0.4.1)\n",
      "Requirement already satisfied: requests<3,>=2.21.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (2.24.0)\n",
      "Requirement already satisfied: importlib-metadata; python_version < \"3.8\" in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from markdown>=2.6.8->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (1.7.0)\n",
      "Requirement already satisfied: cachetools<5.0,>=2.0.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from google-auth<2,>=1.6.3->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (4.1.1)\n",
      "Requirement already satisfied: pyasn1-modules>=0.2.1 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from google-auth<2,>=1.6.3->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (0.2.8)\n",
      "Requirement already satisfied: rsa<5,>=3.1.4; python_version >= \"3\" in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from google-auth<2,>=1.6.3->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (4.6)\n",
      "Requirement already satisfied: requests-oauthlib>=0.7.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (1.3.0)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from requests<3,>=2.21.0->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (2020.6.20)\n",
      "Requirement already satisfied: chardet<4,>=3.0.2 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from requests<3,>=2.21.0->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (3.0.4)\n",
      "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from requests<3,>=2.21.0->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (1.25.9)\n",
      "Requirement already satisfied: idna<3,>=2.5 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from requests<3,>=2.21.0->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (2.10)\n",
      "Requirement already satisfied: zipp>=0.5 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from importlib-metadata; python_version < \"3.8\"->markdown>=2.6.8->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (3.1.0)\n",
      "Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from pyasn1-modules>=0.2.1->google-auth<2,>=1.6.3->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (0.4.8)\n",
      "Requirement already satisfied: oauthlib>=3.0.0 in /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (3.1.0)\n"
     ]
    }
   ],
   "source": [
    "## tensorflow-gpu==2.3.0rc1 bug to load_weight after call inference\n",
    "!pip install tensorflow-gpu==2.2.0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import yaml\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import tensorflow as tf\n",
    "\n",
    "from tensorflow_tts.processor.ljspeech import LJSpeechProcessor\n",
    "from tensorflow_tts.processor.ljspeech import symbols, _symbol_to_id\n",
    "\n",
    "from tensorflow_tts.configs import FastSpeech2Config\n",
    "from tensorflow_tts.models import TFFastSpeech2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open('../examples/fastspeech2/conf/fastspeech2.v1.yaml') as f:\n",
    "    config = yaml.load(f, Loader=yaml.Loader)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "config = FastSpeech2Config(**config[\"fastspeech_params\"])\n",
    "processor = LJSpeechProcessor(None, \"english_cleaners\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "input_text = \"i love you so much.\"\n",
    "input_ids = processor.text_to_sequence(input_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "fastspeech2 = TFFastSpeech2(config=config, name=\"fastspeech\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Save to Pb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "mel_before, mel_after, duration_outputs, _, _ = fastspeech2.inference(\n",
    "    input_ids=tf.expand_dims(tf.convert_to_tensor(input_ids, dtype=tf.int32), 0),\n",
    "    speaker_ids=tf.convert_to_tensor([0], dtype=tf.int32),\n",
    "    speed_ratios=tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    "    f0_ratios =tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    "    energy_ratios =tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "fastspeech2.load_weights(\"../examples/fastspeech2/checkpoints/model-150000.h5\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING:tensorflow:Skipping full serialization of Keras layer <tensorflow_tts.models.fastspeech2.TFFastSpeech2 object at 0x7f6205d4fc90>, because it is not built.\n",
      "WARNING:tensorflow:From /home/lap13839/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages/tensorflow/python/ops/resource_variable_ops.py:1817: calling BaseResourceVariable.__init__ (from tensorflow.python.ops.resource_variable_ops) with constraint is deprecated and will be removed in a future version.\n",
      "Instructions for updating:\n",
      "If using Keras pass *_constraint arguments to layers.\n",
      "INFO:tensorflow:Assets written to: ./test_saved/assets\n"
     ]
    }
   ],
   "source": [
    "# save model into pb and do inference. Note that signatures should be a tf.function with input_signatures.\n",
    "tf.saved_model.save(fastspeech2, \"./test_saved\", signatures=fastspeech2.inference)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load and Inference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "fastspeech2 = tf.saved_model.load(\"./test_saved\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "input_text = \"There’s a way to measure the acute emotional intelligence that has never gone out of style.\"\n",
    "input_ids = processor.text_to_sequence(input_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "mel_before, mel_after, duration_outputs, _, _ = fastspeech2.inference(\n",
    "    input_ids=tf.expand_dims(tf.convert_to_tensor(input_ids, dtype=tf.int32), 0),\n",
    "    speaker_ids=tf.convert_to_tensor([0], dtype=tf.int32),\n",
    "    speed_ratios=tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    "    f0_ratios =tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    "    energy_ratios =tf.convert_to_tensor([1.0], dtype=tf.float32)\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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ItezIMBEYHhCGl+V9sa+z9LlNlKvxMb0c8fgjN/jo1TNceDHmPCWcosfTcYPXd5cAgNubDbDzsAcDd5ILuYP+nBg2j226912ohidFwM7yvrAi7D9sMLycEC/a0xuAZVAnN0iWwcGAjxbdU9nd12+Q9OdBPmdmxv5DDk9/TAIezHJvXYBzCc5FeFvlcuZoMU0OSTfF9WqGsxEpGQyTHtqDQzp42J1F/0zH8Bmjv2XYkRebATHrvJcXY2eQnEwHO9T5fr8RywF3eNXh+KquAVNfj53OsQ5gy6BAcEfd3DwjfNmAT3zgLXziQtbK436PlZnhKZaDG5AN8Rg73IQNAOC14zU+e3eNm9ut/P3oZN3Mpp6ZpEb/SGUO+30e58ZwbTY5ahSJwoowX9RDy45Af5vgBn7OqKQEfP6fk3H9yT/lk/jK7Rt4Fjb45M0HAADf98ZLmG97UCRw6xQkwIwGVuei38l6ZwfMF/K++ZKR1gnwqc7HyaB7YrH9PHD8oLz00k98HV/14E3MyeIzu4cAgM+/8QB828GcDOwg73NHQncre5obde1NCdETXvsZ8vvXffVn8JMffh8+3j/BimQuRhBmdtjFFV6frwEA37l/Ff/o5jFu92uEuTopPFnQaGAGXe86BnmdyXfKnDcBOL0sG9l0BbgT0N1y2bOma8J0zQhr7QdAHIxEoEgg3VPMQHD6ffNW5/E2Al4cPurlsx/8wDN8/Uuv4SP9M2ys7BUWjF1c4R8eXsW3v/EhAMDt7QY8GSBUa4HWEW41gwiYBz2i9h52b8occyeZK2wAna4AA/4ge3e7f5kZcCPDDXUPLOusPbSZcfdxj73q8McVy7NHmeMyF6kYwnmOsdV9nVH2u/4ZsH4zob+LZb4zAakjsK0bXju3szGfHCF6KoaujKPsmybw0oEBxLnqZWyHBwa7T8i8zn21fQ1YPWOYua6JeWtw++WE8JVy4H3VB9/A1z14DV/Wv4lHTqoabc2IFc2w4GIEdxCD2IKLgX/gDp+aXsa33n05vuOZVGlKTPjg9g6djfjup49lrO+2SLMBTwY0y/3SLHPLjjJ/ATU8J5m7pGegCdU4Vj8QZmbYmReOKkWUvXZhSN135lrnLLf7hph+7q/+5f/j25a2+oEYUJ/HskzAR1DLCdTvZ/59AH4fAKw+/FHON+hOYqy4kxhNANDtEvw+wJ5qZQq2BrG34M6AXT4USH8YvZf3ru2MjZmwMRNWNAEABu5w6QZsuwm7XjaoETL/mA3Yy6RIyYCYEAOayS4TOEUuhhslBsbGs9BmIpACkPImMzPMSLAe9Z5da0Dl60EmRJAJA8jiBmRzT40ryI6xsvKsGzvBEGNl53Lgk0/g2SAlFC+IHINmfY480kzgIN/ptfqXvyNdnLiHkMhiDmv5fXoJcDais+KtAChI1MqGMhbWJwSfkHpC6SYm9fgJadSnig160RzI2YAqB24CujsGsUHYy8JLVjbJ5IC00kPFMxABfzTwu7zRygIrHponGQvPsE7GvzWevJXXMhoVjEUMigSMHkQOMVgE3djpaOH3Bm5HpT/tIM/ElpbOEAPkdBPWZxWkissGwG65cZam3rI75e9geDX2s/ERVrIuqDV6rwnRMHobyphtzISNHbGiZQWYCIKniKiR/auuw7bb4NjL+yYG0mzBlisyx+KBmhmFEJA8kKLccDWgqHqMelAQi5EkB5q8ZnQDZEMom4WlOj/00PImwlKCp2r0WpcwW5a98T5SkBFv6IGniEseCzsCFA1ApqKCkWBPBIpcnKiVC7h0AxIbPPFiWFofMTsGOwZ7Xe8dEFdAiCjrnY1B9AR0Og5uwqUdykGV28QWFgkzyxx71B1x2Y8YZ4dJEdgYDKJhJLJIlDsUiswQqDwEF0QjKnqZOtmvKAF+X52Z5Ahhw4DLm3QCIoFhGhlOAs2AG8RBA4BwdAgbef7k1UghXhjnucmYJThdZ8aygKVUjR5yCURAjAZ8kj7wOwN/1zi4s46xq2OdURo7NWhTkvVlYnUOkyPkLkOzx4BJ52OOBugZdQDcMR/kslaTpbKnspNrsqnngh20Tz2VU5aNnlsWC2cir4vivDLgTwIi2FH7aYwAEZI3SJ0pz8FO0aQ877yeNY6bs4cQPRZot5xFDGPk+is749IOeGCPuDLiBaxohqewMKAsWH+vY7vCjK0ZsbYTNl7mcUgGnY1wlMqeamwEM8qPdgqQsEDjs9NOkavh2kQwsgNKeZ8wzTi6Opa5lSjAAr2q+1eNEtA7olcvaj8QA+pvAvhKIvoyiOH0SyAqtu+pmSAe0OZJRP9UrAe7G2B2J2AYgU5cI96sQNdrBPJIXg9KQoE4nU4ATxGeYoEfc/MUsXZzWbCzSUjGFO8KkMmWAsE4RnK1YwGADJWFzUyyeAKVhWIiwIkXXkpSAyW5argknyf7YmxrqCefZVxRrUV4ytTnMmBYSBjG6oZKxHLgEDWrU40W03g3qIZcPrTckbF+muD3EfYoN0JJNt5w4XF4VR7i8FEDQ4zEhKQniqUIQwxnYhkL6yKCd+DAYtABiKyTNqFs7hS4bHr8AjQq9x0lQSntyM0hIFB16oA4VrTFzAQ7VFSTgnRHarw+dgTYunkYw7LhUzWcct8SVWMhBithrtGCTtKhdm/g9gR/rChSngf3xxqgRTiKGCD1oJiqc9BuCLlP8pwvY3YC1k8CzJQQ1YCctwaxo8V4z1sS20HHCKhrxVMoaC0giC0MsDKyCa7tjLWb0alhHIORkGV7oMa6XsqzGg3LOaobbTu/y9kuB9YyxJo3RjRvbLpDDZmof/MU0WmHOxf10Lf1A1znW7H5bEXwTDbmA5UDNDc20s+tAe7UaIvEJZRnLWNWA6B+BxdHLxa0Q5BqygeK3mRkg6jjH9kg6UPmQ6s3M3ob4GxEUCpCJALlME9BQqg8W4tmUGIkroZ27AVZSa4i0yYC84V2dN5TsqGc9xUdC0qAOzAUWFIUiDBfEo7rfO9yjZktRoW5DCXMbJFANVzeGE6l3xMhBot4dHC38iD9U0J3ywXhYyOGSyQqiIQ8MBbodYv4tuPK979UbyU7b4DsHf6OsX4rYfVUnUN17lNnqyHjqaDJ2dnOoe3oG+PfUHWk9TXD6hm16yLJd7tjhDvIWqQpgDsHGFfmh4S/BdEqxpzOCTR7D+s5VGyeNtLwgha1bya2YsxTgm3CW4YSLKfiaA3JY2AdY9T9s/Qr5TNKHlU2s9aAaf5F3QPyvS7+vdfyXkn6BgaDGwNVXlue6eW+WuO5vnn5nvto3732j21AMXMgol8N4L+C+JR/gJn/wT/u9c7t3M7t3M7t3M7t3P5paT8gDhQz/3lIraX3/pkGpnMjo7uZ4d64k9fu9ki3d0jDAPICNZgH17BEYGuQvFreRuD1tiUmzGxLXDa/lpgUTaimJBGLoZlNUCOcCba0IIK/ndVLXKFFd0riTlD9bPE8OyqIVvQs0Lmv3kIhnjPEm8S972z/z0DQLxiTw5gcQjKIGUVLatWne+6FhsQywkHEJTRXOJsB8HcB/ZtHmNuDvDgKKugfXCL5h/K+2ZQ+zSTq2PzftJ4GMdiwIHioXnEhDUO9rygeKDXzoiV85s+awLDHGqOOHWHeCBcue6UgIfyaIPw14MUehHhpXJ1q4kXiASBIXUyElExFx+71qTxE9fDyWLOVUOKL4F+ugKZynVk85OwkkYxL9obzZ9hUdCHfgwkMO8QmvCU3lByQGvgy30Yqz1bHy1JGQ+Tf7EnK+00TRn6HlhGKHCLLXjDV+6VMcWkQuNwXbTi88BzbfnrBLYQkaz3CVBTaRhifJHwYa+cxsYxTMxdBAGIFdklD83aq4brYkYTXm9D+lCqiktoby8TY+8ihqX1QEEn93JQsBnbS580cm9XzzyhvhKw71p/ylS8KL2S08t6t5XkKAKljxCTPlxeBCU2ou0nUIMOyd9xDAkwE+jsNgQ8JYWVwfNng9Koi09qxY1oeMWNymJMtz0FAnT95LwtG6BRHC79XpPGO0d1xQZZiRwggkOVyFjRRywV/7oWJDM2z1I7CYn7K52VOuJ1GSfYCu6XeI63k2dgZ2E7Op7wHpI7KPreYv/fQFtlLCODlfeY9OnVyEQMgeSNzuPB9BIVkUxFCLjDPC56vfXQGTCTMScbrGDrs4gp3ab0M11ECuO4PLRqVkaohddjFNcbkyn4Rk0FIBsZwcy7oPvdCiKl5dtKzIhFSRrRyWC81Yb13GNsX7RnPDXfuqmavvEe6QGNOvLD9oJPI2yYkumYB9ISwsXDbFQDAxAQkhrEW5JVj0nl5xphgJhlENkZg21TneoYTPcUSgrCc0JuAzoQSwrOWkRJrpkfeUBnI8Hee9DEbaqjzUaFVybDQgZ2TLohUjBQ7yuR3thIGk5c4dewlAw5AiZ1n7oK8iMaI0EOdZEcsRgsMIswCJi2tgcQXh27exBuObN5kTFByYuTlrswMzKGSD5lgieFMasJBCalYf3pdzWrLaK28KLwlY+pBuzBEsi3bkPTz/SUvPBQ7Mfwuls/GlUFY1e8mFgIpOxROAFsJYTxHWDeAzaEUNaDaLDxmMZ5S0iy7/HHDIJvAXTYgIR2cqIZwZ9ncTLsptptyea1udIvDvb3P5jM5swvQ/88JdoyLEAUlIPaEWOZsvVAO1/VmxopmrEiypKQPEpDwHLH8/k3UUHFzn0Z5HRpKMspLaMNwbLiGL/NBp3PcznWup3fYkdrwJyDhAk8RK+V29T7Augj2GmYExJDNzkO7jjNXJnOvAitxtT5bDheLcSHXm6OVg4Il83R5g/XZ8vO3BlQO63DQgyd6jMljZguvMfzMN7Ew5TVPwjt0NsGY3MfioLDhwhUrB+mLDs7GqGINscYVMF1UQzNsAPYMyiE8o3wy/R4ASI4RV4R5S4UwbSeCHRnuBJiJFv10TN3CqZ3ZYkoWbVSN7hl8CGJMuWN1jqyOjRuUo5iMHrRU6A/ZGKfYJiBgyS8CXrgm8++Fp4d791RCcyT78f2hTwwzpWa9GcA3Djl0DSRaHPo52zQ/CyB7V/IAP7blvXbiygHSxd2GLhcGo56NbcaiPE82WvMDLh/SIqGjUPYE33AkbTZkkKrTpQ83N15q3jsKh5RNmY7WJiQr52XKRq9jcFjSDgpnl3OIEzrXpY9i6VOd6wzJWtdnasdQXuPn9g6g7ictR+rdQnb32/tqQIGAtJabnSPjmAhh06F7RSyK7nAJd4hwh7DMRiKAbXNQxrxITDEqLBI2ZhRCpqmEzBt3xMqGYmwYk0Cw6lnlHfXFpnoxlPPhHiSzyAThNwDA1LnqZTebMSWW7B81+swEuExM18/GziB2XBYMgDKIZubGgJKbcVT5XjBAZ2IxDMvz3PMWC1+sfaYoE5xdXbDTtUPsL2Dmrb5PPE82wPigsH4RmeBIDNNyL6hcNAAltT9nsABoyK1oOAZC7qTQGgbPexXJAmlFIDYlO9MfA8xtRHcD5N2YYgIMIa4d5gtNnfVQMmI1RpkA4yO8U4PCB1iTGmkGGXJj6oEFiGfM+Y8Z4WhQh+UmzWiN4BctYLbiRBi3/APdW8ikX2oCIZWsFAbNCTRH2FmNoDnBTA5hY0Fb9Vx1DzRUPcEVBV0rUz24KZWN82jFcvBGjKlyd+UErmhBSaXnaqxVR+PeQZb76p084+JItJZSNYDyXN66CY/cATNbPHUyZ3sbF+OV74+CZKbmbcFM+YfrIcQoa/P+PZcMIAjimpFgvu/m3h/jxmADdN+wJBlnECNjSB4TO3iWG0nZ01eOozw+l+/LGaEpGqRIYowVyQ5FYGcxOAA9eHV9Zc6SmWQdhg0Q1tnRAKaHCbic4XJWq2FEY8CGJWkD4gRNVhCWoHyn4ZGBO7EgWvrQQ3A4BI0iZESDGHOymKIrkicpUs2KzoeqQcmaXPAJLRUjwEwMqyiNafh1dpS0/eLg5ozp+/tgRtueny7LdZzEuQlb2aDj2imXqTrHnHmyzWFMXFHwcm0nexnfM74AeY55K9cbHxCmB4y4rqR8MxHsQItMcb9nuBMv5qcpxlMzj/M5trgZeX6jPL6Nm3DtTnhgj7g0kqniKRYUtJWisJAsvLyOLcvZ6yktnFDTnFmAzt97KOoiaYmW/y7+ZoTvGlyVcok9SiKOUR6sG4SbV5KiUPfTViKmyqzwC9fse23vqwHVHiLhOiJcAadEMDnV/WhgTxbu1BVCrjsB/sSwU0KbNMRW3Lk8GPmAyOTY3DxFBDY4adr5PDlZtNFUrZxAMBNJ5pxuMjZvss0hIHA+I/Z1sk+XdUDz1+YBzP8CKKnEJnB9H6diZMQye7I3nKoRacS1zajPxkyY2Qq6lrPwsrfPQKvXc98IJA1JxJ4wX+hYbAjjQ4WjsxegnrMJdcGnVUSI4kG+U+NsYMQqqZBTU81UMw3tWEMHRdPFqt6RrYcAO2B6QJgeEE4vyc30tw7+kMQjzQaMJcRejJJspLpB0pcrSTmBrejUrDUbyhnRtmoRvWyYj7OvCNRoYAYDE6gZayWtn2qmjj/m72yQrxcs1unKCgLABAVR6udim8Gmm3IyjZQHI3UW7AxIDSgaZ9iQQNGV95m5FfiRFkGFiJoKNImi/1TexyS6UJm4HIxoQqmUAQDQnNdOPaDtIGO8kDHIc/DeAZUsgVfL95V07dx1iuxIqFM+vLYTLu0JkQ22+sXexuoLtY/MWBjzpERj4op4xRUhCBBeDj47KVm6eY6oqFPum9wvFEjmRdkrhNws812vNzKMBUhRmlPw2Mcet3G9IFrnRJhjEtb3KXoc5g6nyWMa9SCfDDAZ0GhgBw2bnQj+ALi9zEF5Bk1wiYzuLlMgxGELF4xwqaj+KsJvJ/R9qKRfACEaCWPrcMTeIq4i5guD+aHOgUgwg2TnpY0m6wSLfej1mZbr6hQ8Bn2OdHQwKr9S9xm5Ruq47LNZKsb3sve4kat+WAaH1FGyU5XBkbR/FppGfh/Le1nR0+bmALLlPrJxHdaEsJb7Db0mA7VooyLIlKrR5AaWc2tMTXhWQm7JLu8FLIZ71jgbXmHEVyb020kSIwBMk8N88piOFm4nfeDvCP0tSWhzzE5ks9Zyt6vTWon1OUxNsGoYb9yMazWetprFDgBTNpLQGlCsCVt1XLdmhDOx7CGxQWczUhtmW2WE8rkwGpXeaZy9e+cBoElDvUhnxI18b1S5DTNKIg8AdDuC30lY18z696ASDi0y1UYHWidX++t+ZOTt2vtrQEXAHrSDPzDi8vqEdTdj0jTx09hhGB3SYEFDzXLyOwN/NIssp+QEYs8HXeY/DexhlbQS2WAfV7gZ1zgNakANDsgej0Lp9mSKZZ+tezsppN8YUMlKVtPwEmF8Se4lXAXJ/AGKZ2kGU4wxM+rmNkMPmZq9kq9dYrGQjU7ek8oEkOZLGvqlHTCzxdrOjXcKFOG/goQBNGejKW+ochDNl4TjR3TG9knCL8QFDTEmgQzLpNexML0IoyUmhAUsL/HuHE8PwQL5YM2H0Uhwg8gK5FT8YixwDbnNW8L4QDbT/qbO3nkLTI9i0dWyRwN7MjCzRWq0tlKnqfH6Hes3DVZvAX1MZQ6mDui6gJVT9MUk+CaLEEDhzh1tLCENBBKD6UTVwz/VZ/In5YScEsyY7iFQrUGgB+hLDuMjMRbzvOtvAH8CbKrSBnmOJA/MV/K+uDYIqw7+4OGPikzuI+ygxlSqhnuadXx0zMbkMVDOmqnPPLPDMfXYR7EkDqHHafaYVXsozTKuNJvi8VE2GhoPPzmAvGSsluiVhulaTzhZEcMNKyqGkR0Y/a1KG6S6ozGRCiDWLC+DmgmUG+kcJs0c5BUhHp1E8nR+pkm9V1eNpvmaMV9FwHExDu3eYPWEFinwIRrMySIxFYHAGKoztth4k6zx7ETZSfiH2eA5TB67eYU36GqRDZnbUT2zLw5XeHrY4LjrS1o/jQZ2FMM1a365o2TV+QOXuWimioSGlRrfRJivgPGVhO5lmXjb9YiVD4jJlP04c0VbgL7wBvsA7xV9tgkxGQyDX6BrN8MaoTPPGVDPhjWmgzybu3FwR0HOQj4YrxPoQUB4GZgzL2o2oKOFUxkTf2ckQzLV7EIzEeIIxInqwUeACHBWo9yEVPSFXtSKE8mSmTi8REVrKvaMLABd368SFlQlEPydQf8M6HamjD+g1JVV/ayZZY7ksGr+DttFeB8WunScCDPXhFbAghItjHShl1D5F6ihz6yDVQaVUTKRRQZoVBkTNeTYFymNthkkrMyMrmpblPmb18SsHCgYYJzltTDbgpga1WA0I6lWWROKTRkNrmH0uGGETQJvI+xKQ4wmiVNnPHisGfrZWKy6X0mjHc15qqFTMTbbwXzucd+xvb8hvFStTHaMh5sTHvSnAg8O0eMURKU2I0anweN07DCcbBGMM5Ns2uFB1YBJTGXDGdSbizB4GrYYowNniziIiBdNVOL1diD1mpfoiBvFm4marjpfE44fIAwfmtE/lOD8RT8LrB9sEbkLG4swG4TZVAG6SdAYe2pQroFgh6X+klGiHIUEM7VBbl/CZr2ZYVh4SC05Hsjelf6/gXFbLhIbwnTFWL8im+fDi2NJdc/96SjBmoQ5WdwOsuLH2aFTpGbW1R6JMCWHKbmyUOJoYSajfCY9aHOortHQyghNcpWLcXpZ4GuKdTNyR92gLgL6rVgu6SEhJoMIMYYAYNvNIGKcxg6nZ2vtDycHpz6/G0QKYW1r37UbfBs2iSnBuwiremFhnRAAMJnquTJgIiHNVQKDSdPzpwgTsuFWPd6kXvR8AQyPGKmr6ACxhHntaBpDWD47XREGNdxTx0XA0u+l37sbh9VNgj9WPh4Y4EBK6tQxYyMb4714vxhQHY66aw3RYQwOYdJtYlSkZazOB4wIDrJjhE2znkYq6FweQzeQbGTlBGCMa4PxEUqowu1VuDDW0Ewmj7ZctpAsdkmQm5tZTrfT7BGjgTEJW1XtB4CD7TBTVw8eRfIoVSHN8DCgezCi72dxAACcNj2m0MEdqRCwYzKYktU1UEN53CVESwtDykzCe7Qank9eDy11KobJ49kk8/S+kZFAOClZ8ouHK+wOKxGTPKpxN9V9q4R0Dgx/ENFYO2QDqnLkzCM1vpKG530qa2flA7xJmKMtiAEBSMkUBBIAYpQQDAHoFB3Z9LImOxdwOPX6PoPD5Isj0j7bceyKDIg7ivCnnYAgkVisHg742KNnuO5P5bPH0OFuXOHpUfprf7MBPfWFZC7PSmBHiCuzCOtlrTGv4qL+LsCmBIqpOjghFc5oUmHhuAGmayA8CDBbuaAxYlS2vEhjGN5HWJuKs3F6tkJcW8x3VPSyTBSDIPb1HHSHinyU9T4R4mQxGI/ZKhUhKRIcq8ZXScwx9RpCHaESRpfrafSkEdIkTd7JFJCtG9FRxMwWR5YxPKS+JJXEBja2xNjyiA3JGmspM1mdf44GU3JInMpnjWWkLokzmMOLMdNwGFSkXFDGISjlhzcRZh3KfAVEViZNVgRs1YnwB6DbM7pdhDuqMzknRfTrhlcMJym/oH3XbIiFn7pE7++3950DVQ9y1sWVikBkZ4UQunYeYye3duw9xs2IOdoyOefJIc0Gfj0XFCGxwTH2GJNfeHNjcuhtwGoti/yYCIkdkCqMWO6tIbIB+dAjjFp6Yf8RYPrIiEePd7hayeSJyZSyBG1sN1lG8knKmkCF74IubjUM7IhiUNVDReBKLMp8MGC5GFAW6bnsKDIMOEZygFkQF3WRFVE1VsgYhQO0ckE9+kqkdibBUcKFH9Hr+NwM64VHlPs9e+TlXghKbqVCPi3crGYOZF5D6AnTtYbMHjLiZYQ5marYq2NDhuEU7ZNwjWg1bTsZ23yfex8Qsie8s3DHeuAziSipNVyz0piQSA6G1iDNfezU08ZWeGuht4iKyrmeJOPG10MWbAQ2jknUJwEgJZAx4MRITu9tS4iXEewSQkZDBwIl0bgqm2KUjX26BuID5Z5djnAuIQSDo3rz443D+MyguzNFiTqupMMDG8w5i5MdVvfSSwwlREgJkbZfYlKOCiRcR1H7UocmrhP4IsD2sZR8mQeLMAhCmNWQASrZkTk0TUaec7pORf06dhZuIJhoigdp1OhqfYVT9LgNG+xjj7dGMaAOY4cYLIyt/DZvo2SrzrUkTfIVEYwacjLbgO16xEU/led/Rozh1iP2VFDO3BwleL2hfj0j6LyMuQ86B7CFiRVdS9ZIGEUvNc8Wh7mHM5XvVMIdyeIUZF/ZDb1oIh2qmrod8/5RtZz8UYwnd4wivAjAzFEyHRoyu6hhAyAxkADZx3LILhtMRHJwp8ZYyFmpfD9xBGJQDXogx2gk/H0vfMxMmEZXwpi52gMARD0sP/boBj/20ecK0g4Ax9jhbr3CmyvhHXzOP8ATXGGGL9wp0wk3NawbBEpvzk4Ef6fhKuPQ3UXYE0CpQXisET2ra3mNuwSzDnhwdSoiwXPU8kZNiMooBWDlA2Y1IG4SYZ5XYDKwvTqRLOhSclWx3MxA0v2/iCkPQBwsAjFi1vhKJIrtk6l913CfloT3eyFGB8wbKjxiE1hDolyM3ws7wlDCLq1xE3U9pV50u+6F9g0lHEyPl6woB4s4qpSAyeglq+Hc2Yqi9atJxn9yiGp6RO33nOyTW7JA6lMpNWNWQUjoiZByCaWjgzlYdLcG/Y18rr9J6G8j/D7AqGYXxaThO66GUclkfP41uYH3BkW9/yRyX/6LOYmV2oZOAttFmrwhRuciOhdBK3moKVhMwcGr0ikgG+qzsEFItiBahhhTcnjQn4Bruf5Nv8ZNt8Z46BAp5/UaZIn+jJiw1kGat4TDh+S18IkTPvTyLS67scR6h+DKphNjPXgAOfBL+MclScvsDNIqc0rEmzdj9VLYEOajgdu3cvcJaNJBZ7bYpRUOoS8WPwBQlwQipeXhCDRGCynpLghPIT+DN0IAzGPBkQALdEDJclr7F08XQ2JsFUK7S0iewTODZ3ru/TWDVcJXsZeMIED5Dz6Bp/q5nNZKtspReBdL9lxugY2m5nMJLwSv2RuNxEDui5bPQgCSjSWzBBA4OqNqAND1M6IzmG0l1QZrZQMwDcF1hhgBswFl8decBEEoiKZwKRitgGNWCYYj5D2aSd4bNgy7kU3h+mLARS9G/P5CPMb9VY/Tow7DzqG7yfwUAC4tUIDIBhEEA1o4GyVtuWnMFVXJawSmGh50PeHickDvIgbtq8F1CM4h2iZsdqzyDCWkQXKttE7w1/Iss+0w33nYoYY67QRYQwsPcmaDfexxF9Y4zPL8w+SRZgPToIsE1PTp/ExWydwGYC090nWipL/x02I/+vx6g9gbZHUHaxI6E9EbeS8APLo8qBAr46jO1N1qhZHWoGSLiCtbAp/qfaRocZi7pdGuJNvAptQVGyYPGq2E64oSfRM61hCuOwryZKYIM+nhEZKgK7ZKqoS1IJgiH6IHid5/KxwLdahMzsZrGpm63jsr4W8xuGW8j6OXEFizP4kMgxhX5eA3GoJjIF7JXPzExVN8rH8LM1vcljotKN+V/yWbJJzWZCsnf3+sBeEOjDIObhA6iJkSkMETFhmb6RIwD9UhW03Y9DOuVkN5jjkujYn8XCFaRJvKWDofMXsu/Sz3p+vGApQTEfYZneIF3YFGAza2liRKUnqMFNkFxPk2WXVdvyMbRslzCW1OV8LZzdfPBnfsUGkMlLCLawzs8WS+lDFM3fOZppBzdWMnzLq3WUqIbDAmj0nnrDEJnQnYugmXfeVU5fJYpWVn29b1LuOmodLcd9EgaPIK5/Df0cLfScmkTPfob7SayTGAdA0g8hJdkkHTDnsbA+pt6uI91xfv6V3ndm7ndm7ndm7ndm7nVtr7qwNlBJYDgN7HAoEX2Jpt4UBlZGWYnfIaeOEZZm8ppxTvQo8xOQyxPpIzUk3aUcLj1aG8lpgEYs2Q/kTgCYVYB6DU2ZkuCONj8XoeXB/R2Yj91Bey3Bis8J+CKdAiJ42RExpNFYjH5BhQElyKhBgJcbQIY079kDpu3couigmj0Z3JRN9d6AtXjKN4d8RUY7qxok3Z63eaHeWOBqMS64fewXYzLDVhLRBSJE1F1XDA2zDssuDi/fRUirTgQJnCgcr3p3FvRu33SIJ+NddiR4ibiNVqLpBznjstWlmgXaZlNlZzfelPEjKwokIh2uo5NtedosUcbEEWc4yeFDkBxHtKjrWYtIZru+wJmvpcmRTeeIsUJeGAuBaTdofKVciIARkgOvlcFvWcgkX0Bt7GgkSt/Yxh47C/7HHqhSti7xzILsvv5DHDvTRlKWRrCzE75XBeCbkyCITUMVg5IduLEZtuFj5arJwgRAJC5Rnm1HozL4uakvL/cpg0bWeErUPcU/ECJU1cBRObcfQm4sqdcN0LLNP5S0zWldI88lwZYQGyQCRbGb/i5ea/671nVPuiG0GrCDa+TMdcOqkNoa9ckHJRlLByqkFnEt6KBvO4LuFjkeyooYo4GZxmB299uc+M4kSmmjk8W9CUExjkOzP65IZUk2smSTyh0GTwRpbwMUwl5K6Uh7MKWGlo6qKb0KvcSw5PZXQqNnIxzJLB6VzCWuueXXYjNm5CZwIuvcy7J26L4+QRknle7iGPASRsFyFnQ38thLmPrJ7h0pzwNF4UXutdWOHZtMHtKNc/jB3SaGHnJXqbpRyKlpMFeK3iwYrIlBJRsRYVFk4QIa4Z263cx6afCi8s0zSmIOdRSsv9LnOjeg0dG8OAS7IH5LF1AK8lmpBOFZUs+0HZA2WPjKmZ75rpaAeqYVzlv9kK8BTyNXdc9q3pStau1bWYnNQ+ZVfRxn3o8Tk8wj72lVMY/XMiyYCsu5zQBFQC+dNpI4kEAPp+LrSQ3OZocTpKODonidEslIC29ilI55lBzTrOPNa0LGydecSFMD5E0JSAkGqYLiUg6u91odd/X4A23S//83bt/edAqQG17idcdCM6E0pG1yl4HJVAnqHAaXSFV5CF+jIs77uAQTeAY+gwEBfDBpBNrD0QAYjxMzvZJIqhkbkdaDI1pGPZVALyoPcVglnwArLIZT7ciio4LdWujU0FEi8fZRJOzaQQcfCSIrw3IDUIiBmItBCk6ylga6dC5OREJT7+XAHGgEooVDKhHYGkIcKUJPTVmVg3TT08x+AwaUhwjA5WDdDQHMaBjbwv5Gwto+mpKLXGcmq7yDlUw5AYcG0m0YEwK0doUd/pcsb19oTrXjY3IXmbxX3k8EdiKtklORRbIO68cTfhhsTI9W1rLbxmfFpjTmLwYhwAKBpDrTJ+rmW4UA6HbIaESoS2I+D38tlciDjrukg2ST3w2QgEHzQL62B7xGQKFwxAIxabakFYYnAQ3kbuq5yxajhVpV9UJf9JOz40fKjyCEY6y/jqzBzGDuPoEEaVwtAs2oVmzSFnAon4p/ZAyVTNnDVrE0KnGWN5jan+mJkr52OIwnW89ieMa/neZ5cbzMHCuYheQxM5McLYiOh0lB0jxWxINaHNZDBGt1gD99OZY5K5nyJhVGftMHUYglvoiBlidH3A3KUqpqthw0LAHy3G2WNwcfHZPDfz/GQ9SNt6m1kSRVTS83qqQ1XCyW32Z0kJZ8R1wmo948FaLLKXVoeS1TvqvmNIqoiF5l4AybLN4U4AuHAjLv2AtZ3h9SamJGT0ONUjVM4qeRZu1iNbgD1jqwXfN3aEJSlam53G3bzC7bjGs0ENqGMPGq3scXp9EZfFklNK0t9xXeVjSMV6KepBC9R/UY0FVidqCrYmyKjxBL6nCp8YRLbWAzUJRnmBbYUCUo2togrvNNssNsrlBjL3E0qyCkUxHEyTmOEP2YhuZD8KcRbFIsl8t7bKRpZdyCHnN6cLnFKHfehwVP2uqVG1zaPoTMSULCITOiNj0VMQPbZxg6hF1meTMEWHAzEOk1zveFgh7h1oNMWxylm8clbdC+FxvWl26uxwXT8LuYbWCCIAtu4fbIyeoS82lsrHWqPpPYbw3l8DCgAp+nK9HvB4JafGXjkMIfUlCyRvqDEYpNGW9Nh6IUbcGJzUgFq5gMSEIbgqGOgCEkfMyZZB3J16DKcO6eBgjhrDLRl4lchnZikbYEeGU+mF0+2qGnGZ72O5aFAV+yYrMttU1K6tFWPuvuI1AMxeMi4AYF5bhI3BdEmoxzqASDhlFxKS+XDph+IFkmEgGDnM88TJZ3+DmCQrc6v15J1N2PgJG1ddmZCyYjCVjLshiAE1eYc5hea9kplUNlm9D9vIGBg14kyr7B5l83cnoNspp0jLs3DHhRcFAOuLEQ9Xp3KPiQnBWPRAQcjkdbmXjGDurJTQCev8DiG2z3M98CSZAQsyr+xdUnCYNEOs9wHWCkNzzqJ/IZcBQj0oNVXZRFPsmKIH00gbmJmFxzAD9pQ9YTzXii7NRCBNgY/wOM5GUvapzjciRphdLXY8kiIdHjtdZ2s7IzGhNzXhwucMnNgVw2CM4m23ejIyqcQoAyBrKRLSZIGpks2zhMV9Y14Oz+oJy2FR0UNjUjV4C8pHivRVjuLtuMaT+QLX7oSTohQGDO8ieh9w6WsW3sl7jF1EivKsMcmmCsOwa90/ull4NcSF3zhHWzbhvLWHZMrcyqjE3WGFlEiQr2a9z7MtBjagfZGalPOTpP6bxtErYoNAyQbkYMpaaiURTMRCHgOoTknhfDDLAzfoOhuAVwnX2xNeUmT+UXeEAeMtbOs6NkKUdyYteFojMXpfNegMMUKyuE0Oz5TQ/2xYYz/0mGeL1CCTKRL46NDtq8OUdZDuHssifWO6wrVtyGIQY/4UfOHZhUlQuXYrzQexVZHU0pJkrhWNppFhxygZijHLfkhWnjsSDkdZJ3NvYUxCjKZKeSRTDNpFvxspGp37zpokWWcugRsnjxMtlNdFjkcLPiuCDQWtKFKVsU2qKzYv9dZE5y7VIuMdi0RAK9MzUjEuAXFqTRREN/Ngj6FDSKLddZhlPc3RlizKthyLIYY3EYNmieZs0dtxBWgkJfXisIVUNRjj0YEmPaOyEZSyQXuvkHcSAKItzszPdTpKglTuu9QZpGA1aqP3zBFFceG+YZRLaeW/vYgP9Q7t/TWg8gYMWXRrO5fMMkC8yinaBXFXPqcefhMOgpGMsuyhDMFhmJ0QLjNi5Gdc9hNCMjiMMilOhx58dDBHU4jbknaNInYJaOhrYriRi5YTZgM2Um8rhxy8F8LqfUJzzhDLGQjtYZ3vOWotu5Rq+C9PrOyZADJBKBB2Kky3iytYSiUtHZAwD7MeUnkiUkZDqs4S9dBsEMCvZUW9vN3j1fUOnQklpCO1BYXkfzepLhC6UuMoi2nmzbNVSca9e1j8y82mz7Lhi7RADvUIpM2ORXMFCs0DmJMt3lFunYnYaNgkw8qH0GE/9eV7kxPx0/ydMGKYzzZnjMifrElw90iT1qYyhg/WgwgB9h77XkUOXYfoHFJnwK6yvgWRWhofdkwqYpc9I5U7uAdfR5eh+DoXuIQdMqSdvWBeoNL5kGrVqWkiDLMrjkpnIqKnxfoT1eGMQtU5wFw9OcpecaSiDRbyd8WKwpFufslRCRuFDcEEybZJOtbT1mC+UBJ5liNJpurYZGcme9dUkdRnwxqfOTyEM9clrPPG/gJzsNj0Ey7UgPJGhHQlrCvXGa1DihbWRVxpuOalzQFXnfy/oB5YySbeaJGmZApinhHXeXRIwYDMUkctjA72YKru2Um1oIpwMGHaexyxRD1yy+UucHDwBxLl6SyQ2ZS/WTSWkF2p5ROT/M6mhHrMJGusb5JwIhNOyeNmWOMwqEFqGJ0L6BqEzGWZE6VHAII27eceu7nH04MYUPvDCnGyEo5f7AsEexSaAgD0TxlOEZWnWtLrez72GI/9HhszlTW9srOgrfkxE9WszDz/lXRcah2ionY8454zJ4hECXUyw4wB3Q1wupV1kq4Iq9UsCcTlixvjKX+HEUfLuSrGG5MRgdWhyu+AFASxXIFPI2s7dlQcxtgLCbwNMct3V4MDyPQMQfXLazNX2YIs9juglimCpPrnMmUZYQ7JYogeT44SegUEbSs1C7OTZjISlXDbyQ3f9St0NmJ3WsGog8cX9bbLuRAr+vhCdYD7tk2LohkJOYrRVDuPIhAmwpx16aJVOQoqemvG5JA0yXoAXmwsta+le397m/a+C2niVgbn2aM1nq02+MDqDheKKoTuVDgA+bZTNGLFJ5SMnlZrJQ/wafI4jR2moT7S5JxwGmyq/IxGAyrHhE1E4QtV1WeWwTZU6veZ7Yx+PWPVzUXF2pu00KIClpyB3BITIhOmYGtGxyzhyTBb8FG1fO4Mup1M8pyKLmnJHjd6ULzmr5HY4Nm0Lsga68JkYOGVsc2igXofPYny+KOEDzwQBPDDm9tykKYSwmKsAYwplmc5zh0SU5E4ACoXJHFVrEZcehNyI2oIhcqByfo+OTsLkPtkzwBxswEQjrdrfIFQ+tqYBEMoEga5GUoYosNeDWYaVHCwCX0810n5/pMp4QtAeUbRYKNjfd2JLs3OVGiMGRgISORKYWc7iDp96lANwyClaEAqLQAppRF7iGFQQoBi7AmnSu9NOTtxxUWl2VzMWK0lhJtDd4CkoR8JmHrVj7Eqi6ACkIB481Ny8JQKApVApWjt27Yk92kikLUyEqMgRkWyIuu4+IqeCYpECCNgc7h6Q5ivGLSORZ5iHKwqgKPwGjI/woSqDXYYOrxuLxGTwU61h047GZdVV/kZWzvh5Eecgi/ogCFG4oDOBTxaS4zx8eqAB1406TLSm1gQPtYfQD1w3Z2sube5Nl2XmMCN2CWQQ9gVHbEngjlasT/ztdrDWUPsbm/gd0B/x2VPkD6Vfi3crnzYpgaBUmSFKZbPdreE+dLircOmHIxbP2GOFk8PG5z20p9kGZN36Drpq/JsycAaU2QWpmRxnDvcnlbY7WWPigcnKEjDycz6RPfDUP2tcLf2H5Z+fzps8TRsYXzCRq3ol7u9aM0pRePQ90jOw0zVuIWtjmcx5tWg4gZ1z+gE3TswaYzobxjuRrmUK4vuQiQMBhXzGiaPGJdoY+bnZukMANifxFEXwU91eqzcQ+prOFHOGCxQ8rBlpIsI6huJBbJIo1vsC9EDphOeqSloS0V6F9ywFoGac7SkanQFNrgZ1rjZrzHnUHxbmL4QtPQalnHymRdm0bmI07Er/KzwgmzF8nmq11lkTJr6WuwZqWckzbznVYTpIshykQZKnRUnuLGYkwNib+GPBHdSNPBkYZ2BmQIo6/IFdSy0/q58SWM8vUck6l0NKCL6KIA/DOBVyBT8fcz8u4joEYA/CeATAD4F4Bcx87N3vFYU+XkA2O3XeGN1iZWd8cCLi/ZADyhnEu6sbIY7YhwNI3iLpByGrEtjulis2yF6jCdfDBEASC7haBMuN2PR8Ri7iDSZhVe5vEn5RwwnmdS53MHl5YDr9YCNn4p2VW5TsiX0MSfhnGR0CRAPL2loMqrnGoORUMhkYFQgzx1Ein51E+EOinLtJpipw05Rlc8fH+AUPHZjj1vdsNIsIQn2XPWTWNAX3H9OBvjRjIcrrXlkIk7RlyKpgMS6rXJP8mvZeNm46hnmCtyRqTyXGSXkQE0VexMkJNoaUNBwQ+oMZhVhnC9YeHKhkiXdETC3DkezglUOgXVStmMKtgga5tpb+6nD3U48YX8nh08rkDpfStgtHwqs6ESbwj1Hgyk4TKPHUTfK22mNxITD1GF3VHHRowefJK6f79eMoqidS9WUbjdA8gbTVu53umaELYtwXr80vmLHJXVeDkrZTOy1HCiPH+zxeHN4jkO4G3uR+cheWjZgXjDZEyqvLrEYUIFtQTaTooqFtDnXWoYl1EgAetnY0HIYFK3KvCOCSIUkT0h6eKZeD5Wm3zkKWdqdeKEDRZy9a0WcR487wxhHh/moxvLeAgY4bTsc9XDvTcAUJbycN/UsO0LEZc22XDpzz/oXY1C9dxvR2YDOVPL+ceORklmE5+dZeCKLwqYsoZPsuNkRKgDYpKs3Lfe7Own61ApksiPEzizKA2VOSCHNAqqBI2WwcikPf2D4ncHhblVJxN2MxBKSZUUX2QBzlLqWnLWMiMueezBd6ZNRqReZBwrVC6PU1sOk52oLGg3jt+j/GC0OocfKzLhQS+uVbrcgMp9mh6cHDx7dYh/PsgWUy2slcUCSr9+ZHIGd0TJI2SIgUEqaZKOOMICLfsKj1RGnTubTYe4QuRZVz32Sw1w5rBujgdEKFznkllFlKZGV1xSK8nbWwUoXEf31gHU/l/l0WncYXI/kXUFwU0+IR9HR61SaoHDKbOWQxq4xtlHXLpvq9B/UAB73fQnDURuqbPuYGNEAsa+h2a4LSCeHTtG2OdXQXzY0RcpHUPkyT5jE8CWuzpZTfblNLCH2vp+1ZimXdTxMHqP3mMlLSB7iMCYPSbBRBN8rVcBaqvxLiqAZ1Xhq28Kwvo8ELNt7QaACgP8DM/9tIroE8G1E9BcB/AoAf5mZfysR/SYAvwnAb3y3i2U+wDRa3A09nnbbAg93JsAbEdMMvoYRAGByFsFnw8OCWQ7RzBMIswWfRJW0LBRPmDqPtB5L9ta0sTjOVoyoXGut1Z8ooncMA5K6RdnDgxhCs4ascksQsnXWbRlnV2pI5c2GGShk81gPC9zzFkyE1tFLsFkIbJxBAdgPGpuPFoehE/7JPsMUAKzwRIroHwOsKEB+jZ1gqManEut+Y7gQNfEGfckoU0INOSYmeBNV30N2BZeEVNiSYBdZdflWSCZ3q0cD1qKmW4NJxUrnywS4BBpdU5OMYUZCCATWjTFryoRocFS0KRNvj6MXDxhAfyRRwc5hlJFxmgnc6NgAKIZ7u0lPQRC9Uet2PaWNFIA9deX6NBi4kymiqADg94Ig+kMqsLkItkF1b9RLu2Dww0kO9H1WZjay4XdcuHRsFMrvElYrRcP6ARd+FINulHlxO6ywO64wHj1IvS8KBCRWKsxyTUWmYiyJDJ4Qo9tiubkodBlL1s1ZUVnaBKy3Y0lmACQENs8WYXZFhTh5Cd1lJCnPEzMDYbCYlZTOwZTD3jb1zITDkUoYKk0Wo5H6YIXvNRiwZcyzxW5elXE9zL0QvZt6mKzhyaM6Vvu5l/2HEkY9eYboqgOqm3vnIjoT4U3EZSdrgC8rCpsP0F1GvG2jUJ9JsNpVJYkgoTo9gPI9UAQmrRKF3amWd4owIJfLtOjHkhKjNfNObip72GkRIjEzwKPF1FXdnhL+LYYwFy8z72MirmkQUqVPMFCKA7f6mrn+4ILvkvT3vC8YaBir1sKLyeAQO7hKXERPAdfuhHmlQpXbNW63G6S9XRzy7NS4bB4hl3jKBkToCXFlYSZbtILags+k/D7W++5sKHVIvY1vE10QakOe75zVwHV/z62g7Q06RBGLIsbkE9b9jAebUzHSxn7CjQ849CuMuS7fRpy2bldFfCko8uuaYvGa6RibUj55bY2qyfQUGxz3PWhvYfPekc+mOg3qc1ggaiHqCartNZpFAWVHEiLOmZ6nddSMS1OnmGsMOnVSuE8wm4D1esJ2JQt+5ULp+/acisFg7i1SNnpnUqO8Rh3sJAYzbFpw7Eu4uxR6TNV4ajmE79De1YBi5i8A+IL+f0dEnwTwYQC/AMA36dv+EIC/inczoAg1pqshk1PwuFWOzcoGEZCLvhJZgysLtYVM84LOqEc6SVFKUXLWr5slw226dGUQrU0glxT2rgdDJbPlTRuwU4I/GniFdHfrDYa1R9c9XwYkNGncIRhwepuk/2YmFjLhvcnZ8mHyGykRJuWGzcFi2Pfgo4XbN5NpnQohTzpFLH02XA7BpOG1sHd4spHaCXOTdZNby+nKxmJiSfHOooGAePgrO2PjJ3SaRXNae8RBDt4MNwuRkwEycC6HtcSomDcGs5Zx4D5JfDzVA0TeDJCrAplZlZaoGgRzNCJo1xSKzhuAUa6DmQU+j/fSq52NWPu5CEmunaiStzyAKViMo0ccLKjUcjJaJJkWBl/+aWtulWK4+fBwDNerwrESoWMkXScNsqBoDhsqyRV3U1/I8js1rA/7FdLewwxVAdwOYrDFYEt4cogenYkw4FJMtB33PLbWJFiXEHKtwSwIqWV1AJH2eLQ9ordhkZW25x7zhMXhkVXoS7IFy2FKkxESOiBhn3zQ5kNNa0ZmQwoQ5yMlI8kli+wzgLjWqduTkGJzOBZQY4DzXtk4QmwwA0UKZU62IGmF70IinRKiKfvSRTdiZWccQ1fQ0EW7F66oWZiyB5mJap/kPjL1fe6omVZzElFdAEZV/okhgpCQfzMxmkKW99ZDoemjPI5IjQSIFgzmVirCAORkDph74cq23yxxyXjO2a9R568UWdbLqeFEsfZFcoSwMrCmIhCAGPdTcqWs0ExSPicXtd24SYj6TT8V1KXjZUaXk8LDWcs2F0ovBGVAjMwUYYcEpwY5nSxuTiv0LiwEZrPQaXHuFeFMTAUdSUxlrhf6REaGPNfKCBp9KqE3yBjkTMy2tNTKB4TVjCGffXCCoiWq1S0mCX2xZ6SM9KvyvPEZhdew38wYtYrBPDmknYffm5IRnWktzx1kJM8SdA+cySFGkRRonaPcckbsaj1hMq4WJQeAKAkTIJlrAOC7iH41Y9tPi3qliUmEOHO9vbzXp9bor99fQQldOznzEpCsy5gKQisDlIpBxT8YQppE9AkAPw7A/w/Aq2pcAcAXISG+czu3czu3czu3czu3H/btPZPIiegCwJ8G8L9n5jtqw17MTPdz8+vnvhnANwOAv3xYiaYQI3WOtpRiOMziVQ9NCY3T2El4rsmioZzymwyiVmGm0cAMWSsmuzcMGg3G0WFwuSijWKxterFVzoprBLncUYoRrokwXWldPuoQrhzmPoI69fq0TAZr6rHc2D1r+G07VUMzjfdVsuY6A1rX4p8AijAa2AgZPjQVrCMACITqJDO5CspxhcehaeMndjhulCxKjF61c+7X5GqLSGavc6fhDqBmF3Y2FvLusAmIYw6lZtgYgr6gIn+Z0B3WKAU8AfHATA5vAspHS7BdxEZrEBoSROh+9uOLWvY4gYp+xEglJdpQLRGTU7MdCco4N1mh5c5TvbfMcVlwXfKbm98rD4YLskaBFkWuAfUOJ4CSqUWh1Qucrg1GJ2N2o8MS5qohxkcLq9mlbc00MwPzbErWWEgifNqKQRYpCIOSIOAowfuAQbXbkiIx3CWsLgRav14PuPRSR6uUxkkG02SRtFYVIFwfo/dS0BBTO6Y4fNzOl9x5tU9behIBgOUC/UdOaMuTABKK9jbC2QhjcriKi5ZP7pNT8LjwIzqqkgKGpBTTIjrNhGPoMAaHvYbAN37WDNZ6vRBsSVbJyCSFPE90HwsEy1xqHZbnNvcQqEHkVMyUqgdNVN6Ti46bKYLmCMwByAhU9qqtXe4B2p+lv1+0hJQobW1FljJSRc2aaVPcqdnfiZfISl4TlOoWGTto7ceahbbxM67cWGgCgHAtZ7YlvDolh5RLwlRGQBGH5JbbkhGeHNKZWQuZN8hcjKA5KAKl/X4wOOxWeAO1cHJGQl7Eb12UwWECTOUhAYI8xZVwPDO4Hgcr86Ptp9lgmhwO1sPqnA3RYJwdpskVDjA0atLOTxHwTbIuGlRTOqBGJuzEorm303PRMezBLhNu5rr33G/katg5HQ0iC38zZ84iCYJoiAsCdbkeMHmrWopKx4l1D8zr1jqRYxEJHfnbGC2CanJl6YVp9LLHHE2VBplQKQCKwBldO2YMsj4Aka/I4bs8V1IC3+c8vYug5nsyoIjIQ4ynP8rMf0Zffp2IPsjMXyCiDwJ440WfZebfB+D3AcD61Y9yDunYPuJyNeKiG8sCHKMTjsnkcdRU2nlw4MkWjo98uFmoOb6edWfGJoTnCGkwCIPHUT8bgwFPqqvSdLrVNM9M0nTHCHuc0AHon+mmuCEwGcSIWiTYGySbFmG4XHtrkapJXOtyNcRehvCtcspy7A3CimC2ppAFmWRxxbnhGRTCuD6DFqO0JyoGVBZltDMvD57ICBuL+dUKQDobRXCwScO9H+uPkM1iN63K+xwlIdAHV7KSrE8Iq4Q02UZjQ8YlzU1hVpawXrIkNeGa1hZ2TgSkVcJ6NZdQbN7EslwEkMNPKoiY+UNZZ6WFlo305dAs3NQY6ACwdnL4rhqj8jRpcdR2DJ2MHXmUjcZ0hNjLwVCU2JlVcbeG5sxEIozJgN3LBbsbKmrkbdo1oAfNhW4enZNoYEKpDE+ZSMF1U5XQlxQEzqHaIXgclU+QDeRerbrAVaKiEKtdJS4DADwXY3nlZiQQbscNbo7CWbnbrZF2Hu7OllCiPwiXJ4dSAakzKRINDOPyAU2aSUMNf87AjqyE5LruGYDxsXIUrRBUWyFNpwaRV42s8h2jRULlMu58wNZPMK5m2XkTYRveBCBh4t3Ui2yKcqqyGv4QXAkvCAeGlgdQY8jncaUZSHMTvqJq8GdD2x+q8VSe36neEy8NvOdacyCUYsIaSmrFFo3RuncuIWmsi3yCv5eBFwEko+tOP7tyM3obMHlb+vhmskijSFLk7y18IKphrXkrWcFgIFzIvV50Ix74I1ZmLkkOt2mNm3ldpDieDWvEycLEpk+dJNAkrpSFHAo2MxW5hFzQulQHgDqpUThmOcnFTMA8WUxzTa4xxKrbuNwbM5EcxQiImFYJcaQaIfIM3kSYdUBSwygOqosUl3MjhhqqAoBpcgiTRRokYQWAKHFrlmeeKyXjMAFt5jGnhmIw5lqKkuEJyHgUuYPcT5Ou1+rzlpYazp4UAhbaQE7WQSDcjSucrC/hdG8SjJf9esxr0dXrVL6w8BPH2RVjqSj0R8laB4A4Sb1YE+i58V5kITKqLlRrH2V9iiaUS0TL8B3fM6jutfeShUcA/p8APsnMv735038O4JcD+K367597t2vBoGj79P2MCz8JYVwXiUjmy8YUGxE55A7SCSHChVwNKuROupf1kicVV/QmRrmeCXXSZUn/nFYPQAmZDAqVCJy9yRQInEXPmDPxoh7AlMeGG9SM1ZPj4s3lFoLFkP+/tZgvhAdT4uTkxPhQpMH0EaReRotKmVhJ6EAu25LJp1ye1YSE2x+xLofWygds/Iy1mxc8qHwwVNKxViIHFRE1R1HSi6PD2FTilvu+B8Zx7ledDllBmVkQJygq4wD2qWR5AACtg3CS1OiZlYPi1fADBA2biWGNLUrcsWMRtsxImNWsnNGWYr1gMaxDsJiUpHrZW3gbMSdTPO1NPwn/bDYlrT0lCNcrzwOINEFY6ZgUDlSdmw03FpgNKFbEyO9EVNRONVvRTmIoDy+5Yiw4m2BsEpHCCrgiEiNLDMh40wszvLIe2aQFtXPZlqzpAwiXaZpc5Reo4U4ulTlxO66E9Dt0OB1Ue2vn4XcG/pbg1Zj3O4Y/yZoqJW96RV66BKfZlYGAuOFiXAEQzhylsr5lnshJYSwDOv7RMJAIfRdw6WVFPexOcCbiNPvK5ZssMAqCG9SbfyvKpv3By7tSPLs9ELOjNs4ekw9FZBWQ+T4EtyicS02Jn1zUFSS8mIJIMUCB0dgnBXljqiVfsoI/Ui2Ena8FlYcA5CBjS6D7Iju8PKxSJ5IYtBaiLgBcrET9OwSLk6Khxgn6ZE1Fm+YoBsSmm3GlVQFWdsaUHGxKpcDsvouYOkaaJBkHkEwritJfReOuk8ObLRAvVW+tO+GRO6A3M/YKS91ijSm5Eq04jp0gMZxRbRSuIDUyKpkTuqiKoNnA1JLtXwDBlbHguqcloJRxybywbDxljSwA8N5g8glxVZFk7kSJ3NoE1qSJ1EnRXxMrERxqpKUW5QpWHNLJFF0pq0Xo7YQFqmuCFNwtAq6q+5XRITtlkWgULcTkJRs4R2Pk+k3CRz1m5LizXAyPLBvRlpWhmXCYPLy1C8c0Z8OWhJZE5ScjUQyNCrgqRN2+t1yNxfHmxhEQDai6z5d7NiT7Yr6epCCqFp8+nLUQYc1KLH9n/Om9IVA/BcAvA/DtRPR39bXfDDGc/hQR/UoAnwbwi97DtZC0ivvVZsDL6z22blxIxs/J4DR2VUQu6gO22kJWFh4U6QHUes8wZWtA6iTP6E2abGOY6HssFf2QlLP/OgOaLbgzJWsq6ym1JSDIMoxXhfEMaRtufuQ1S6KS3IrBGUU+2orXpwuHsHHyHMWClsykrPTMlkFWFLKjhldiJGCke3onCsGmlmgaQSEhOWC9ldn+ynaPKz+UTJO2hWRLqGcIHgMtp0xLOi4kXTUK2iZE7sZDQIWfM+wqL4rny0AloEMOpGl2hUgfoyr6dlQQKLJSX3HdzTiuFKnqvYxbXkxON6qpMTICIU0Gw2SLdzMFB28jQjLYaganIYZzEX49Yy7aOxbBMWg2sKVrZM6y5UroZxSvKGzzxqMWVaJiQJaNnatHGjvJXIw9AB3vrhdkgJuw0Uidhha4GD1mbtCGxbgaAK4IpzoTtUSPLXpRMWeR5vXEQK6GnsfB2YgpOJz2PeiZoMbdjREdpyOK8GO/S3AH8fCTGsbThaJlLpXkAHleIK5RIFxKklrOtqbE00hC5m+MQ44kYSeTSih2TA630xq3pxWGvQpE3jlJNgliTABAYODWy2GdtcXmZBAmh36uoYlpdBi8w9oHbBu9KQCAjYg586kzOK0dwoUpoY44A7ar5W2s1qWUtP4Mt5WnacjmWuOu2ujSB4zlDv9O4QaqYcLYizTL9mrAw43Eqy66Ec4kcWCzLASq4ZAPQW9TUe3PYfxrP5Qkgk73kDE4vHXyJTtKrpdVuGtGXHJSKYDVOAeAY/C4jWts2BZV+I2ZCtoNSAp7TjiohwA/f+IxxKhKTR+XvzW/EwHOLlBC9hIp6btQQniJJYyZmIpRmQ3MHN4D5D2mizLX83ljGcRUoiAAqoSBrcLB8Evlb/kPq2HNy9DGvUfKiuNsG3pHkC5qoxDJqpFezgoqKu4lhNmUiGn13DKJvGZSyvnpj03m7EyKoIWyP0dIAtQcLaacNNJSRMp/qBiQGeqvoeRmvXdRItShluUCAymqMGmp/WhgghhHxcWhCBChOS5rZl4kIOaN5p1p4u8lC++v47ntt7Sf8W6ff67phmeNLobQ10mXEY9UwylsGEysgmh6GwTxhH0q4Qs2dhH2kdeAtGasL8diyQ6nDmE2RRsEUESASZ+y4MFgIsR1Lqsiaedhm/UpNK21C0WBNi8o0lCSs1XB19uI3kr5g8w3yUV4x+Awq/Fx8ms5KJuFYZXLlBXRk+FSiqLwhLqEaAjpaMsj5E3DNIq7OQ06bBivbmUnf3m1L7yXrIHTmwBPERGmGLh708HMPRKbYmx1JmJlAwwYd5oNdoLeP9VUWpFXyIZufTaB0ZtFRFVZuzzHDKTBYYwGbbyCLC88FGcSeiuFXU8bTSdf94iDQcq6K6q7ZiZTDU0NySYGgi6JE6RkBYhxqbyrl9cHXPgJT92miMiFlZEMlsEi2jz5DIgJ7CpsXjdxRacgYUlaRTUWdWy9LHzWDU5uUOZq2DBM1sEqiIAtfAKQrolIBSFrDf77i1iM31T6DgBMYgQN4XQuwFrOeo4oIZ9ImDX9eZeFYA+uiFySqiDbseEUnhLcScpnJL1ff7QwgVTyQ9dxaspztI5AhuUzejkR+Kgp7Dm8wtKnLRK0dSO82cj1m1IzFFAUzwHAzBZzWuOWCeNana1kwEcHd6p7xTxJ/TpvEy5zEWc3w4AXhcxDtBi7iNi7ukatHFQph1Jm3XZaVDY0pSVyFtHccJ/eqWUv2xgxBnJjBqwp84kNwJuIxxcHvLrZAQAu3YjABk/9BjdNqDMEi6nZ27LhcNUPeNid9GsZT6cN9nOPu1GrFgwdOMoBteCy5SmdjcNJw/gOpebpMXS4DWvMxlbnDAZbN2Kr9feci+V6BWEl1JDpfcNi4VQrUuEM2GeeAAMxqjGgBu8qYbWasOmnch9ztJg1AzQ2FACiZbH7OdpyNpV7iCKuyjClmG7mHKUOpU6sWwWs1hO8jQsDdmQpPp9yLdEoIe3UcmGzUUOt04jF2Rg2Sqfoq2EEYFF9AwD8sQkZF6CCFN1p1ql+lztxRaCCnOPWcMmkA1DXemNopkClNBQg+zq5BNdQBbyesYmpVNWYgsPoHGbToep2SlYiBRROXZgIZjYVkoIslVIcPiO4RLLOjKnOG965vf+lXEJ9+CF6rOyMtXqLaytkzJgMngXJay88nMZUZMvCATC1JlcWZyt2EOqma8w9i75LiBuC0V6nSEi9ZDYWOI9FOXreGATRZBSNogcz1psJVxuBr9d+XhThzS3rCmVjqbNSwboVN8i6OwYMnw0BDU+yq55/1U3S5wqmhCdL13ZKTlyZWoSXxBNZhMISI3mD+UHChy5uAQCP/AEzWwS2hRMzJodREYpRJ95RC01GNvBqQBk/4tKO8H3EzUo5MH6DaDVUk+/ZM3iSzSlzoOxUUbJi+HaC5nEwTSkPgCYhr2YDnFwSgu+9fu9dQGcCDiut4t5JRfTCmaNaf631vkBK5s2h3tEiEUA2FSP4pf4As2I8XB3x5klqFbyxuyjGxFJsLm/U+ieuvxeo3jFcFxENI2rosBTRpeX1BCGtJNVpdnKIoHqpKRgp5NtUqAfUlrU1xNBy3fKmnzWQ5ib8F5PBseswOrEeeDSg0Yqlop/vVZcqJF8Ul/0OIvx4qpuxcLoUSVE1YHfysKMBJiHNAoIQu8zny4rdI1cUJm+CBEHupuZZGWCSaz0bck22Db6wu8Txdl0J7Rq6yN4/gKISPR99OcgBwB6McEM2dTBiNDhOvhwMEvquBkbuu1zPC2a5h5X7TQ0q25Q3uq+h9pyqP4BSw4sbZCX/aw04C5jmUISzVaJlrs+S0e8x2aIFx7FO2hhlzWYHz5DwIPdTj2dW1vtL/RHX/gSDKkyaHRtqdcRKxYcG1STZf20A+E7u+Y39BTobceUHvNrfARAhTU+x6Ht1LpS9svAR8xnR2I4LY7w1AhyBbTWgKMo4MdUDhL3U/Fsp0itdLJUYljLKdakW+gKjSmC0Ompa3ik7G2ZS/lMn5xIAbDYjHm2PWLu5zKf91GNnE47UI2T+lJH5vpgzUfeKVULumJyYUA1ylZixdW6JPhdKkWp5raKg9RgWGNSAi06WVTV4O1biNqnEQEsiF+NbnN5Y5lOEdVgItAKAc1IaJ2v1bfyMlVJMsuF6Ch4702OnRasBtQ10DGuESRxTCqbQRli3sPb0ICIwCbn8uTD427T3t5RLkg0JAG53a4Ro8Fa/KYrYGzdJLN0krDQ2f2JCPFkxlErRMrFQ8yYKyL9MgriVwdYMjXU342olBs+hm/EkXSIdbSUpe4H9KBJia90ng7AyUFsOuAq4vDrh0faIl9dSBmVl56LYXRScc5YZuAqwUSrq3tmIGpPDTCwZUeWmGewgYZi8aP0C6QSiiAa2CyeaBF4lJMdCps3XojqBAClPEDsD7uqufDNvsAs9QqM70pmoYR1TVJ138wq7sUdMphzGcxIvcWsnXKiwoO8CIvwiQyRrtGRvCJB/oydRe1cVXhggnRzcrS1QMkXAnAjRUilG7bqArovo/YyNr4TmlRWDNhdZhhfvlko8PJNv27kj34v2taAGW1cV2B/4o1SrV9I8gFJENlkuRHgxkngR/jKKnlCDouSN1bqEoMKUqZO5CDTzOF8jAEE1akYAI7yEAppwt5mMlsrQaw/yzFKIXF7LRUJjQzB2ueAgsMyqanh8mWtAMyEeZE7sBweMRgpu57F2UC4GStkSMyc54EOC0e91QxIxw5kKv49HKX3hTlzIrHZqOCtlU8zrtLEzlTgbZltCPWsn61P6RvtkJC04Ww8Qv5PyJuNLhLSuTlR/IPgDCy8RAGth2Xly99BlcYYysXwcRKHenaojYEchMhc+4otCS4q0E7d8J6BwnvJLnA+Be1CLDFzxoNnZoj+WD0Y7AtAC04MiqYYYx9BhmJssL2JEYzE3Dmi2Qy76sYR/P7N/iLupx3HsSmh32PWggxUDoWR1UalNV3hgjaJ9Rgw48/OSxdMsEAfgyg34xOYtAMA+9LjbbRBHs0CgMLedpsuZGWmmmjXmWLKcg12EPWluJxMK/WOKtmTsjrMvBZKfU/enivKmSMAgopTUhPGz81SQz6mZB2osXKxGvLze49KNpS7lxk3F8dlDOiqQ8v4kq6hcN67EGMv3Fy2EE6qPGoKRcWFU5CqhhJPr84tFujAqNYIgAtP5jagUjSYrPBtEva0JHRnBbKtATEGKlmdNOuciOhdw2U8Lnl1GoKameoCzkgX/HPmkRRxJk5SoovoZXKAEwNb1nsXC8l5ODb3mRe19R6Cy95NYatRd9wNeXokx8rjbw1PEm+tLfPftywCA14MFJwjhN1vLXsTdWK9ZmgESGCbzPyJgjga3+1VZJ3MUUhv7JNY7UKzVTBoEKlSZy2gAgOkirtcDXlod8LgXdmxOX265I7mCNVBDYq3hlBfFKXrczSvspr4WUI5U7uU52LndKHJ2iU7YNEm5hZa0Oq8J1OfyGxn1MZKVtp5K2K50n05QALibV6qsa2r9Ka03GIIpsehD1yEkgw9u7koB18vNgKHvwZMBN6HkXB+tFg7W7/SEuNZ+WgXEg19sshnNoU3A5kK+o3MBziZsvIh4yliISnRvqvAdaRHKYoxYAJrpVUrK6ASghJqBkbuGuKBtazvjFD1upk2ZdtYm2SxHW8qMLDIeGzQhl63Ixo05GcQLA+tiJaV3wsdpryPFTzXkdKrJFewEcs0bdC4dYSYJDwFCnE0dgRvi5hgtWMfUaUj35D28kQ06h8BEgNIhKS/MnKS2W3IMoyUWfBcwcg9iW7g93R1L5tjMeGHB25w8ECTTkGYqIdaSRZhQkwxy+O7eeoBT1CDvC5D3cTAlI/BJ2orC8mjuqeID6CqqL/xHMQ6pKC7mQ7/9YuH48WSxJznInBX+y3HyOB1l8QUt7yOCvNlwE2SuLZJsp1SMzHx9QJ81Z4hFfiG/iXJWUVMHbaGiDNTsI25qS44yljf7dVnvKxdEvHJyeFGt0XTPejvNvoTTHq6OeLg64mZc4+lJkL95tkInwHLccv+3VAsTADOIKjsAHI49nrgtTp1Ht70FIGvPUyxG/sv9Hp+7OOHZ3i+NHkBAniYVH0H28hw6n9ekZYmEB5ifNUfgKndIDndn0yKUJhmLcYE2LR4OALPwQM1MUjJE+yGBFmGzRYxI/2+JsXUTHvgjoj5wzpKdtWQOAAwAorGIQBVK9hAx4q7SW2BJMmlzBQxXja1i3EbAnlT8N1sjjGI83edALWgYnCsFVM6UCSJBMAVb5s7GT3AmYvC+1FGUPWks5c8AORM6TQ4q/GArBliAWdRfLWWZCodU+rstpixhcbwYyb3f7q+zd0Gi3tm8OrdzO7dzO7dzO7dzO7fn2vuLQAEV4UkiZHg3rkrmhgFj60b0JuBjl08BCDz+ZL+tCA3E6zfEGCeHqKlPqROIjhKVbI78f+8jHqwFCsy1zCQNurmtexBkDhlIGKJml82agZHRpI2ZKrlN7dGWFJ91TAJbnKLHKXoctejtIXTYjT2Ok8dwyulARu+lei6F35X1kwyQVqzCfOoZJSzIqvnfHOfNhjRb9ShGW3g81qTiEbiSNSj6OQ41s4RZ0Kcw1bEIs0NKBs4kvLQSVO6yH/FsFRCPy/Qvtqr5lEsbdFKfaboGeBPLvKCTFubl+r60Tri4rFlDuX9XbsajXqCPrRuxtsIbyFlYZJPqZTWh2aADrm6ViTV6R6VcCYR4bbhcy1LC2s54ud/jzaOEFva3a2DnxdMsWZModcBMgwSJgF8NzdmRME+23Jf8i1JgtNRMm1iJplTqT0UGaLSlaDOgCFXWNNNuMpEx38uIzGVsQjSYFB4QHa+0KEcxBYfTsSvFRc0sJSPMBEy3Ml8ndHAHEe/M3LuwkvcsSKgvijRFCaeyRRGm5Rz2zN4vFLXUIqQlNbljcB+lZu69jMOWvOttFA2ck4FThMOdJLRpxypqmhwwXRPGR1wlSgovpCkNwhLGo8kg6N4zrB06Fxa1LxGoppnn9HkVEq3yHViE4Uu/KJJUuCis4Qdr6v7pSPSaas4IEgMmGSDahpOTY33LOZBDLPdLsizeZgTBbTmkaG73ZhCU7wu7SwxTDm1pBufRldIt95+tndt5rgM1I3K9nvB4c8DKzoWY/5nTQ3xs/QyveuFEpTXhU5tHuF1vFuhQGq2gP9opyTdQfg5prYXTxZZKWSk2chgyVQ6QPRmcjh2mydaSYXMTMi8dkhG75mFnA7cXbaQ2w5gNI/Uoa4U6LjIDeR5nHqohhtMPT8ahs6JvVhI+bNL91NTalIGKblvlmbFwR7nOYROh2mr6liCyNy1qnLN32dTwcSHgN6R0JoJJqquVZYCC8BmHqaJNF14y7nNNVUBRJRYR0rzPGkX9L/yIjROU0xJjToK+5Vp4p9ljmDzSaEt4nmaNPLWF7KOO6b2sSzYEMjUxialBn/PQ4p3b+2tAUd0AfRfwgasdPnHxFB9a3QAAXvF3eMnucUg9/uHpgwBQ9IZylXmgqsLGJFobgMCWyRFEK0VDKRr2ON6u8QWdAa4pepo3T6N8iLYieNYKadM6+SQch2HliyLuzBY9SRFkr5HYyKao5p40l1IMJ4/D3BcF4/3Q4zR4xNlWjadBOCxmRNl43YmLlIJ0QEJSzZtchVoIqhKuy30ce8noMpqpAUCy0Br4HJD4ep6omcc1RCeVx5MparBSbd2UQwQAYmQM6PDEbsui8CbCdwHBdM9lVLGpGU0xqDHncC8+U2PugLyf1hI+zXyku2GFqBvOSmPshpIQodmURctZJylfL+91bY2uUb6PfAOFdxL6S86WBWvAmJnw5niBt27FgOLBCpnV1PpWFJb3D7QwN6rg6ECYR4OUUDeAkEN9jTE/6+dGFGFKM2qRa2pCfRPQ3amAapNhbwLQ1pJlFhHSyFV7ZY71b7OG7ObRgY8O9ljXExtG3DDoWuYLBwM+dnBHoLuVb/B7hj/yMjRFEjrgvp74yZsSinOdPGwkRtw4Ea0tApnaN0zVWiCAnCROFEM7C0DaavSDCa6LmK8CJiXCxZUaNjNVWoCeL3agmqxjdCy4gf+ZNGML5bPTJArR8+DAJ60eMJrnVJyfKy7bhuveSyMUQ4hJiNBINdNVTn8jWjfZkKN7/+amY5/5bVnR39pUDmDyCc5LhYHeV3KMNwmPVke8pDQGAHg2rfFs3JRM3FtspWB7rJxQIhEMNaZZH6yCjgOXem7ZgF/ZgMe90DvWVkQ1nwRx+uZkRejUpaKVBIghznroAxBKBBvEvobxxbDLobQ2wUbmaDkDToRwcOBV7TsiAF4SWNpnKN3aZJNKJu1yK8iFuOu+SADu1QFMBnOyCw2+MToMwS9qw6aoiQrp3pcEce9zUWSwrGvKlTdOBDsIx7DUCA3LEJw8bGMsNQ44myUHqnBKW6rILHvj6DwmFf+VjO0ZQwMinILHcfY4jt0iq7FzAXvfFy7r2s1wFOWzen6e1GgXnUgdW3Vc21qq2bCT+6wgROZNl4w7o+PROhzvEsJ73w2oXHZhs5qwdRMMJQx6ou7jCpfmhJfcHl+3+ay8z074jHuEXdcv4vCHWcjMc6+bPSAdEgkxIzUkGzS5qkI8TQ7zrpPFuohdA7lgKYBaWJiqMqs9GByOPW77FR5oCm9WzPUUi2bJCIdT9DiEHreaNbKbVtjPHY5jV9C0aXKIgwMmA8o8iYFEJfYoByEgSsSipk35VsVjN4ykQ1iIivfivFJIcRkPxgyYg8WtphyX4Wm8gKtukIKzlIqw4ht0iZQMRnikrPSdCMxSViVP7N6KtAMcl0OQYhb+a+LpTvha80UqCESaLJxq9CzKrxgh6h8mRe8GKfEzR1sWWeZgAWhQs8bT1/7JFeJzJkw2kJOj4gWnWX6PDHz+9hoA8O3+Q5iSwxd2V+hUTsC9dCrjmLVdohpLFBrPTcvYUOIqcDeKwcyxIX2rkF3LAcuGfVboBgCsZHMzE4rCsj1VXaGc/Qbo3GjQhpKsdY98yayidnqA8ZQrrNe56QYgjoSh145SB1/GsfFwQ5XfKM2gJjgARX+N+4heiyqf1FgVQzujA2LdUDLV4BkJqVMUucwn3bxd/dLDsUd6c4XVM1M4WmaUteUGlHkR1qLPlWIVA2RSx6oZC8wkWV6EkhHqvWThciLM5QAFmJaeSnJA9IDRTdkE1gOKG7QAxRkqS5kNzH2yOfAculfTyqtjRQ5ATEBrtOiYpUjYn5SzFQ023Sz7ZEZrVSakzXQ1xJiTwevHCzw5VYI3oCWC9BA0JiF2CalBg8wsBrDIsFDpk9QBYU2Yr+V7Xt6e8Kg/wlDCk1EMprWd8cHVLR5qmYXbsIHTYtemUYsOcIgzGlQISH0CNYrXcUWKfFYjgMkIJ5Ia5HeQfZLbgtWpmZP3z1ZCJR/PptH40u9Qg4pV506up5InlheLJbDBmHzhy+5Cj93c4zS74uCkKBUG8p5WWoJEMhoNLsS632Uk1E4VgTKx8oQWHK3ybNlwr11bmiKmbTMzQJMo/t8qH/FTeFTenvdnSyJzsPFzs2eTCCQ3uoQhGQQYqVbSlIziSGgLCbNhFZRt0GqVphC19+bmiQFrGg02A4Y6H9k4DPcfdtneVwOKdTID0PTQGRd2xKVaKBtlV04NRPLQHTD3Fo4ucVCrVUJmBp0L6LrM5gc4GaRYN55SdT1S0crpuoB5HYC9bcpsoITAasaTIgaJixigPYl3fr/EycxWfnTE9rHHzbzG3bTG7SRGymn2GGdX6hkBkiqPyRTUKX+HO4komT/oBn1MEhbRUErsGNyJEnXx0h2Q6x9lI2C+gBIZa0p4fua0CfjAVjRgPrK5gSHZ7E6K+B1ih2PwRasKEIkAbyNma8Hl1JKfeZYahoBkw237CYdNQNJ7pix8aSp8Lc+isLDWNMSs+iJUkbLkAOMSQrRlwx92PRAJYbJ4TRfQGByO64pYymSSvs3hoKz9IzXEdKz1oKfYoDmzEs2jwf5GNoDPdA/xcHXCy9t9SeF+48kV+K6TkhXZw51RMo5qWI/12Wuoq9Q7a8J/Ao1LLa+WuMmGF4zFXKcq1xMEJMSXlef9UQ1Sl8myaEivVEr1tKnDxYDKr0UqBHZAxiNsZP7lZvcG/VNCd8sVMVUF/Bfh32JEU7keW0E6slgpM+G07TGfmtDXQOCJF/Xh7EiFDJsNp/YgWqt+zMVqxFsuYlivYHcqY3Ak+AMhHqqT4gY1aIiK4UbI/csNWmkk5ZxRRDytaQ9E/WzMh7QYTXKjWIjDAkLILyVfFn9pvOAC3zZGcc5IZBRZCIrpuYNMbprQZvElKxUhHj444MseCFXiYXeCoYTvun0FJ6UTGNMokTdZeBs/48PbG1xprbo3xgu8tr/GONcsxDBZQX8MA752DQWAQDBc96O8TrK8ycvrA77m4gt47HeFAvGZ8SV8YbjGnTLBPYnwq7WpPLIkHwYJ5amjwZHEyUuEqMa7CSp0S6gUiCgJNkDdd/K5kAw30ghiYJJPkgl+r+XzI40WIYkGWHZA2DHimoFVRU05if5c8iLIDAiNIlNEcqbjFF0pFZTPshSMGEqNcDElgEdB3bPBxPpMBQgooWQ8N19eaDw1BlLpL+ba760cRxPCMxMhOlMMvnyp0+QLiDDPFmHwYgg2yVqui9iux0LZyJIOjtK92ovA/VqyOelocX4EKsZVvhGyiiY3qC4RyX3ktdcaXC9o768BpZlUAPDB7R2+YvtmkewHgJfsHl/ZvY4HZsIXo2RzpMlg9hbX7lQQnn3s8Sl+Cd6sS2day4hIIJiysbFLoNmIzoyiKFNYwYwy4UphY1a+SkadUGE/UDU+3NFgOroFHysLTraFLm/mNZ6OW9wMaxxG2YyGyYvg4mxqmvBMMIMWf81oyEFCIN2e4Q/KRzpF2ItG3ZshcXiPUrIEpLDyYBojAJVTk+HMHB6aa5hrTA69CXAm4pG63x+xz9DryXkbxVj47PHhcyUrIlutx1aL1c7JwhKj6wOGlXLUgrrWOVai8yGuWQQlFdFhMoi9Aa1RnpcdI44Wd4cV5pPcMx0tjKIQg473sJoKNJzTjmkUPlUxlhWNY1ORhuyJUaCFt2gCkGbCvNcU5ocOfiuZISWE96yTQ9Vy8bRzeLAVdhcvSOZTzkIsCsxUn1UMFtZMuoqGiuwCFoZWzrhss9+6PS++N3uU1CX0itR1LpaSCoFyKNYU9ClrYd0vup0NzdgBuNCQ2wVw6j1SZ9A/Q30GTqVEktwwqoOSDxlF/KyvIbcYRXV/Ef6iuimWrMaAEiotoqFGDjdrU9Etuj2sMR07yflur2ckbT5sKhJyP0uncPZetIlaoFMNrMcXgorcuYi9Hqqj9wjwoGRqKRMW9KMisKyHOapMAKmEAVcjQ1S6ZTyeM5CaEAQbUi0bqgLKzTOVNH4v/bg/rvA96TEAYNXNuO4HTA1/yhjRsrMmLThQhhhD9HjUycT7MVefx0+4/gx2cYXXxysAwHffvozX3rrGfPBlPgnnhECNkxc2svbsSIhb5fZQwrOwwbOwwYVa0R/pnuFj/VtFH/CN6VLvsZbEdjZiNlJNIFMiMOnB3ChYZwOyVeJG0pAumtI7EOOHT2bhvDABsEYMq8U4oPKPmrJDNWQN8CrCb6YSOg+JkCClofpejf5uLNGZXI9yiNV4KutTkbHnqjtEFOM639q7OjMQg2Sh0dW02k/i3bbOTAlL35ubpPUgs+bTGBycFW0nUoLvpp+Bi2FRJJiINbOVcZyrx7H1wjfuVOfFGd1QqPZxEWomLI0qk9Gn7GyxZrA+f98ia5M3qRd0RtN+yEjkT4ct/ub8cYRGlPGqG/BKv8dXb1/D1/afBwB81L+FXVzjc/PDBTnbmViqrAPAODmkaJcGiioy24uAfqXlGWaL8GQNv6thk1xKYbGBJqhwH8Nr6riZARCjcxFb5QwlJjyZL/B02uDpKIv7blxhP3YYJl8LH0YjfJHZFK0SM4rx5I5UvINux/Kzj7AnNaCGADe4kg4dJ4EaU6gnivEicx9cLTCcvKyPhLoAmHUybQI+diEn3ldvvyBjEra4mcVwzf+u7YRe3e9LP+DCTzjarpZtIS7oTluS5qIbEbbV+4gJEA2B5hBgYL5k0EWoROC9E4Mn0mIBIBKmowfdKdn9oKUHBkJQ4/jNg8PTyy2ci3JoAvA7g+62luLIhOzY3dPFYYBcnQPJy/cbAP5WbuRuvcU/PPYAU/W+Hk0iYBlINjQApATVnCoPNF5QQCkxkHlWrTGfHMFYQvLVC8qk29Q1KuadGDR+V8NLsQdGK/Xn8nwq3+1TKcTsTcJMrEgUFo1bjF6RwLaZCehvCDBdeY89Scg11/gTZ0RDIrkwq+pAtbpFyRHCirFaT0XVe5gdpqyefl/cheumbYKMqSBYeghofUhrUymzMgWH4WTRvWVLmnwuMeNPdbzDijA+JEyXggaU58+bb44IRV1Dlkv5mUs/orNhEXKYJ1eLvBcnh6RCRO7eQDCdGtoN2MSgZSglG3ANN4MtiXp94nq2My1KeOTvzDIG3BzkaRPxkZdu8BVXbwIAHvgTLBL+/t2H8NQvQ3PMtWwJM+E4e4R0gTtF18f4YUyqLZadqNOoe8TbOPDFGSTRvZu7hO6RTNqvu34NP2HzfQCAL4YHAIDvPr2Ku7AqBlWWjWFeFgG3xOhXcxF4zcbfHC2OO9kn+GRQxBZbOoGX0E9cVUMzeQb3DZqa54RLgM4TuldMHgA4iKCxsSjSKGwAWCHlp6JqqQkuPhWe2ereXMotJlEiL0kSjJKsUkLbgeQ7GwOqyN6E5rzTc6CINJOirdSgSC0/EPVa2Zlr56xwPBlLJ0V+T3oe3+5XCJOTaEOq74NlmD7C6Xrq+xmbfsJVN2KrtIycqJVgStKZs0lCxbkPgcrZWiBQshcby8vwI+t+VGRAuL72fPe/sL3/BpQOvrcRr27ucOVGbBUKftXf4ePdE2zNiE/N4hnt4hobM+KrVl/E05i9jyvs5x67sa+Q8azoTqCidi7QJpDmDkdbLVmCHDb5kGkLEJcOVos1FxUG1AMfLKZgi2cwsyj4DrFmG2S9pGl0C0+IZioqsIAcfE5Ddk7Ddd2O0d1FuFOEHYI+R4Q7Jvi98kMskJxFnJuSHZZhu4BAFW3KSAt3KJtwyllFlheLtDczPtI9xUe6p/pcDsfU4Zg6PFNj6tm0wd3UFzRNricaQ+wSZkV9jrPHxouHsNKN7BiMGsCmZOGxhYQdD64eKn2SrLuTgecm/KclanLR3WJ0Ut0YJgtEx0jWSpkPAG5P6O648JzsKGTCeVM3iIwwpoBCTDdRFhvF2neUPOYrBzwe8eiBoA4hGtzeboBgGx7aMnyX51Nycr+FRN+zcAJTU9AS6p1T4y1F+TW56tW6o4zt9KB+hTsQVm9J+ZT8vrgSbTCjdQIBWXtZ0M7khAvKP423bpYbMVtgvhTUIDzQuTkauINFd4sacj6JcviCj8dSxFqqL1cEEiSik0+NzLFh8A3fRG9Dy0u4kYvBJ86PbJZBxyc6Alkp1pqTDT50dYfbfsLTB1sc7jQ0dbBwJ4IdTJN1W58zoyNMYuzmkB6g4RgSAyY7B0N0UmA7+GJorNYTDhcWIVEp/iph3BrCNdqnogjd7Oz5wC1ZTvp6E4arJUcInIm7ADgpElpKCCXxXogWxgJ8wtrNxTlKTLhf96sVUi3FX5nwcHXCj33wOXzV6gs6TAafHh/j9ekKbwzCWfrc7gGeBkEzub1udj5sPaTNIPN/upCO/8zpES7sgEf2gC/vXgcA/Kj+NXzH8GH8nf3HAACvn66wn8RI82osX62k1Mth7vBkL2fF4bACs6BpNYNRkEV4XugnyU+tocZGDT3mKjzscwUELAw3MrLGnCJQYbaYJyP7fzZcewY5RooG86AI+d5JqGuLRgepVrDIyu5jdIVjVpTiA2lZohY5lyLWbADbhPUKbw9YGBilqDMJ+gmuxZ/FmFhMCTWm9HVq3hcAOydQqOOam9Ez6sHlCcyE3bHHpJEEPjnYnYUZfbG9jj1jt0l442LGxaUc0q9c7nHdneBMKGevs7GOa3tu63PlxKkURFFfQuWmPIdNXMsN5edoC0wDtSbe27T3V4mcIVlLAF67ucIbuwtMsyve/NV2wI969Dp+2oPvwlf2X5T3zQ/xPx4/in3scaVsWU8R192AQ18FKCfSmGxsSgeolSyHlHyHu7Pwh2qlAnnyyEaWmmKgFCr3AZCNh7cBr1zssValwifTBT53eIAn+y0Oyh0Io1rZoRK/s1AjRaqhI01xtmMlAruB4QYxnkhToyhIHbHuRhddlEUeB1sKUIYuASuIQaJfaUfIM2RYFxrOYwZPBjeTQAbfya/i88cHeOu0QdBF3LuAq37Aq+tdeVZDjBAt5tkKfwuong9xyXBcuaDlLRhHLQMydRaBgWSlorh0CcNczri8HMoGfdz34KNTwnSzyU4yrj5noeUDgiqXqbslxNEjeYbTQ8vvc2irhkMllFGnfhbUNLYa0qmE1LgYfNMVIa0Dri6GYmjdvHEJ95YTKQTtEjMS3KG5R73PNhUYANI6AT6J0F+O/weCHVuXT6+pY1iMr7VsHHYgaGY3ujsxnMZLU+Zx6Alxzeh74RwCYtjmDJ/Y1BIsiuN6o6FLYCckV0DI9jKPCOGhfubRhNPKYXpo0d3Ig/XPCP0zoL9L4DJO1UDI3KXYK9IWDe52MhfTzmP9lsHqrZpJ6LSmXpvV5w8Sgk02Q/Ny+NEFY9tPZT594e4Kp9sV6CSq0IBKGAy1HhgATA9Z+UgoKeHsGfNoMd813CWGHFpRshQBKbPxymaHx+t9qRvpTMIwePCdq86Zbu6Z89yGFnJShnbWvQNIJAtMSjUM10moW8K/FeGiwJB6eLrgG55L4UBprfI3Dhd4S4UvmQnbbsJh6mppIghyngtrAxIyM7TCP9y9WvhJX756A1+/+QywAW6UevHtm4/gb/uP4os3V5jUWEiwYIlX1qiJlmKhqZZbeu1wjd3c43Za41qTdb7u6jX86PXn8A1X3wMA+Bv8lfj87np5r8ngKUTkNqf6v/xIFsdh7LB7JvdmtfzPotyRFQ5hWFdF9NQJskETwWoYP3fr4vxQgyUYIDQJDG5n5KxpkJq5t5gDgTSq4Y5KbnamcJsMMdZ2xqrZQPahx93Qi+p2IerqnpPDVtLJwu9qIhGsSHJGaWJHCCuAuNb9AwCe9Y2ZL8soofTmEZpkhbo/U2TRVsnoVWQxll1FJw5DB6OyQr1yl92jCG8TYjIY9fmZCZ0LWPlQnL7eBmzchF7FkgExKnduhdHUZCUxIAHKxdeBxgs0oJJwoHtBQjFIKWpYF3jX0F1uL6KMndu5ndu5ndu5ndu5nds7tPc3hJckawcAjmYjlm2otYyeHDv8zeMKrx+v8JMfSwz8q1ev4avWX8Snx8d4U4mDp+jxbNyUkNlzjeq/aR2xeXzE5VrChIexw/6NLbo3HVzJjhDvgxIXETMApQ5OSadWqLCzsUCsgJeadzYV+DYGjcku0iEFRZG0aKqvzRKiKCjIxAUGbbUoKIi2jtyXeJFxRQhZWPHCAlcAdRFxrbDvNRXhzFYwjRJh8/CEj26eAQAeuQOu3ICb9QbPFJV6a9ji9f0FPnvzoCASxiSMoy/Zg9Ip2t99LF5fbwMcJczgEtePK4MTgMAE9BrrXs1wLmEOFsNB0Ds+uUraMrXfJdxT05+zEKL0hSImG0LmyWR+mzsx/DHBHVQMc4xgRwhbW3VMlP+WULWhsou8IIJbBs0Gd1+8hFE0w5/Ug/QVNMplBGyDmCRL9yMkQJdgVxExEJIWfJYQWa0ZBsgciQmYroQzJi+ycMXGyj2ar0R8tbtDE8KT2ljrbi4yD4kJJ/gFyFWqybvy6IhOyK2xEenzB6C7AXJqVXKuiIjmJZG8pKXb2RR0JAXxTikCURMLwhoS2pxrx5CuGTaVo+YGFmmHORUZBKOipLLk8jo2CA8I1/2Aj2xv5DuSweefruHuTNHQcoPKRTRIX1gThseE6XEEa6ILERB7i9hTzcxqSLthL33wur3CW7stUkOYTbMRDa1GODVnehZ5ily8NTb8S6r7TEEqHcEokbwWHWatl0fL0Iyt+9f9VuYyMbrNhH/mlc/iqzdfKH9/Grb4tpuP4cmNhOHiILSIGCxil/uEcRo77McOn9s9AAD8pfhVYKZS0ia349hJ1nIOV00G0ASLwoGCcsRMdfq9jfj45in6i1BQrtfGa3xueFjoHlIKLCIlQlDu4aqb8YHLHR71xxKanNngGDrcdusisXAYLfhowHOTSARZc7GvyHfqGXGbQJsgSAoENbcuZydq1pyN6JyEyDNP9zB2uL3dIBxd3Rgcw6y0MLEiUKRZemZCQdOm5LAyM65tTZx60B2xW/VSWiknXDBJPhHMInsurRnsUs1S1QzepHsWaRZiqxkoRHAqUg655YLV5fcXTC/hPLImjaTyGjEAn0qmfIwGx5seNNjKMdIIEW1CScrYrCZc9hMer/f4wEoyxbduhKcISwlHjbEmJtwOKwxdV4oJJwdQB6DNYiXlRpGgUDKOdS8pz6GPzkDJurwvrHm/vWcDiogsgL8F4PPM/C8R0ZcB+BMAXgLwbQB+GTNP73gNrsYDtgGPH+5w3Q9Ya2jhYX/EJ9Zv4dod8WQWY+lb91+OV/wOH++f4OP9EwDAa5PEDw6hw156S2P1eRNpRtwz5snhTQ2vpVGED6eXIpJWLM/kUqZGvM+IlorzhOlCMyYugO5CRCefThJj/9xewnfDqathrZmEfzXXEF7hWbVwKxrjoPRRhtupkkeJFlhhFlWUQ0TeMw6SQUWNpoyd5LuKMCBqKGh/6PHtNx8CoND3aQNrEradDOHWT3jYH5HYFPmIJ/uthC1OFmao/CS2jGQc5m39opWb0dmw2FAZQOqqRcIspP4YDbq1Lp6HBzAT9ocVwhPBYO3JCAGb6uYWtkLaoSSp9QAwXYnIo4haVgNPFnOdE0xK8KbmZGtvCmgU3rmIXPbPCN2tFKEeXpL3zR+cYLukB6ZC8MEu0mXzuHJSTp1ugGQZ/WrCwEA65L5bhpfzNcys/5aQMiGuGNOrofBJzK3D+nUjhoF+fVgRuJPNvhVJPaqKb5tRCWCpA6W8gXKtC8Z8raFurV1IM6F/QuhvqiSAyESwvE8zDnmU+cwwpW+YxADkO1+NxUm4bbmAsFxPjCczcw2vWMlWsyPgdfxEYVo0ZD64ugUAfOyDT/HdV6/gu569jGeaOXk6OdBghXszV6OKrTg+Fw8kbORMws1gEdbNNkl6YIxUjOiwsojK98lhKOMT+GJGhIdT+QSjkiL5WbMD1erxFOOJltMSRrPrsop5FN5JWyQWwIIUKx1Vfy9O2iwZs585PCxh/CE6OJPw1mmDeMoxa3FupRC1GkEEXF0e8fWvvIYPqwDyXVjhU4eXsJv6qhI9eQyjXyp3h/z8bZUFKgb4qBnL33PxGDfDGg9WJ3zttRh4P/vBP8DWjPh7J+FAPZ026K0Qj/MB/XBzwsrOeDpuisbd3WmFcXQAi+SJ9Dst+1YbG9lf4qqGcCkQ+OjKeR9dwmyXHyaS8fZdwEr5WJFFkzDPrzy2aRJqh8vh5KNSOpgwHNXxDQ4GjGt7LLVUn85bGE38aEnk0omNmCrUYHIMVkoFuQSyjOTl+cPshVfacH/ben1VG0od7hdJYyw6Tudj874sf0KO8cqViKG+stnhdlzjC7tLHHYyPmnv4e4szBOLZFWEtWc820a8dn2Ft16Sdfy1D76IH7F+U8WS5blOXYdH6yMOQ4djpoUwqfRDs4CoGpzlHkkSsCRrMa8pI8cs1fc9VzD6Xvv+IFC/DsAnAVzp778NwO9g5j9BRL8HwK8E8J++0wUoyoQBgHnn8cZ8jdfHh4VYjj7h8St3+KYPfTe+8fI7AUhM/Vt3X4G/e/cRPNS02exdbN2EvVdVbxWyazlQAGB8xHYz4jQqF+dZB7czklKq8erYq0fUAeW00HT71kpPjrFZTXil35XrP3FbeBsxmYRksnWrhphDg3LIwjU5dbLtl/b8zsYSoRpQVjgQqSgyq+x+k71jZhIPi8RzAgQ5MxPQ2DDC1dHPZILicfZ4erNFuvMi+wDIAlxF+O2EtXoGSTcFM5oiu0BJDrMUqvdtiLG1ExKoyApcdSN6G3E39DgOXbmfl6/3+JEP3ii/f+/uJXzx5gpxNsULyBwD8d6z4Vb7Nqfx24FEfb2vKu7+JPwxe8qk5wisHYj9gptQMkl4uTlRqnICfi+ZOuMjILysKewv7zAFi8NhhWiy21I/m1EZCb1zMehyczbBuoh5lT1cAzfWMcrPama5t6Cp3ngww7gE7Dz8E5nb3Y1sxtMVQbO9EdYA91IkOCO2d1OPu+NKMsVS3njyfZIIBwLAaFQCo64JtkDcRvSPVZ+ln3H4QI/TTQ93q1prdwS/J02MqIYsq+5KUGXiuFZUj1EOGr8j9E8Zm7cizJgP/KSbfTUMkxeDhBIXTmFGdlZ2LpIir89XeDJsEaKBUb6X6SMSqZyEHoapi7Au4qIPRZZg6yecRo/p5qIYPbEXIdQ2040IWG0mOFcLzIZgMYwd7FEKPAMQ4dS5MWRU8NQOLyi63I5/YJgpSSajNhMZHJT3medq5qEs5CPqIWK1P+0AxIPHd33xZQTlcfFsYDdBjPxjNTTYCtE2cwKpE77K7bTCh9WY/ZrNa/jRW8ma3quF+8nDB/H3n34Ab8ZLxIzEOtYDrj5e6lTG4FS1sIZdj9eOHp8/PcZ3bKQixd/98Efwiz70t/DTL74DAHBhB7x+vBLxUiXzv7G7wBfTJZxN+MCl7NFf9UCyDD+zf4hPv/FIvjOLL3KD8nWCbocLRtKyUugSjEvgYEr2r70V5Jodix4YZH0lQ5hGV7KuiVg0mu4JMTIbcUry8FhNLjEohuYpSKULTwEf8hIlWG1FidsQ44mVxT30osQdByfJU4BGPRi5DBUAuD6ACJimnISkBlej8VZRJCwcl1xuqdz/29kTjIV8htEqIGQTrnoh+D7uD3il3+NjF89wekURbCYM0WE3r7BXkeSYDDZ+xlU/4EIRx97MMJSwohmz7rNrK2BG5yIGRQjTbMCeVW2B2pvT6MTyNZFa0DMlWTGeLJWC5wtC+QvaezKgiOgjAH4egG8B8G8REQH45wH8K/qWPwTg38W7GVCpHnb+majo2UYtNTnGs2eP8Kef/jh88mMfAAB840v/CF+7/Ty+17yMTx9lAbw1bHE39BhnX+DbOItwGxIW2T/9esaPffXzeNyJFfydr76Kf/DZD4Je78umzV6Jg0OzoHohFIapktHCRtImb+Z1Uee+GdYIycC6BEBmYzBWyPKJFp61maiU1QAyIodSvkNe4yLo1aYxJ1/DCNBJnrPs5PoGYRarOpOex4csG0O/TDOkSLi8OuGh1pB7eZ3w6maPBCqH7NPjGvvjCtPRY77VDsiLfLFp63qdTIGgb7W+4cZNRbF9SlJ7j5lwudGsy4sdOhPwmcNDfPFOEMf9040QLJu025zmz66ii3bK4o11N54uSEKxjReVNUrKgQIgZzMtjBRmMb7L+tKDPXFRdZ63hPEhMD2qFtCTz1/DnKQWkzqf8HcEvxcB1vukU6YqqcBJwhDOWcxqzM9XCWGrz6DXS54QtoTxUQJfqiGYCOnNFfrb+hDTQy2VMaEc2mErKcIAcFCl+N1pheHYCRqbjaXcuPa7Gas+WR4HfwfYo8Okkh3jKukmpMR2ABPlUBLVckmhZsDM6wZuTyRp3iVcJcZR9FRI49l4Yqqk19QBCIrUZI9ZFag3bsJjL+v9u3ev4Ls+8wHYN7oqFVLCSKhz55oRPzLg4cMdtl4lT6KVenGOwTlMaOq8yfpY4WRxGteguQriUpT5YAcqhp0dRSC3cIMZsFOCndJyfjaoJQDQnGCmqLp0LdJQS31IH+eSFfdiLvqTDTB3BECMDz26w+O19JMzCcfQ4bM3D3Czz6lZKM4c6fw0LuFw7PHtxw/j7xsxbjIx2GsoC5CDcX/qEY+uGGR2VNSjCeFJOr2s4by/+fWMlx7sJQlFUanPPnuA3z/+VPyUV78XAPCB/haX3SBOnZKPH1yc8COu38JHN8+KKHMCYUgeazvD6UT5PvMIc9YGy3N9MjCjIKu0lmfwfcCqn3GxGmE/pPuOSehtwMrWpIxLN+LlbodrdyqI0RvTFT559wG8vr8spWkii5M7jQ6zU8qCcbAqx5H36Cla7GOPXVpjYHnfbdzgFDupVZmVuIOWcqFmXij6JBdXdNUleBcLchUOVhyXJnsvl4uSOZQnGF7cFCUtLRuibXLAPUcRAD61f4TX9xclcx4QB/J6PeCVzQ4/4lIiTBd2xEv+gMd+hysj50eEwSH1OKYOY6NGu3EieXBwckYlx+DEQJPMW8qzcGO45soQ3BpQ+ngzUIoIpHv74732XhGo3wngNwC41N9fAnDDzNkP+xyAD7/og0T0zQC+GQD61YOqu3KV4F46YbWeqv6FC7joRiQmPNNClf/laz8an7h6Cx9c3eHjG0mxX9kAZy7x9AiEoB0XTEGfWsHJEAy+cLwqiuBjcHjp4R5PCYg3mtZ8ohJKKwYdo8gWFd2ey4ivfPQEH1s/w3fMYuDthx7HXQ8ebUVvAsHOChU3fZF6MQIyP4dG/P/Z+69fy7I8zw/7rLW2Of6e68JHmspyU13VbrpmhpohOUMSlIFEAQJBPQgQZQDqiW8CSOov4Ou8DigIeuADJQoQIZEQRVJqktPT01M93dXd5TIrXURk2OuOP9uupYffWmvvcyOrqokZlCghN5AZEfces80yP/M1ke4eB62F2yXTL6OSKp8tGP+gTYko0Jo+A01EANu8F4z5+bZejPjQ3ZF7UqTU+xSdtVE/ZZhXnB1tMHMXy/Kr3YD99VCYhGVYeML5KMqBDOz9NGUwrTnLN1FJ9005ITcN92eryJAKelnbfadcN5rvcUeKYpfhln6i1F6zqxe4NUMkQB2oniif4H2c7oIAyRYVrbf80V4/x+mujB/FRduuEhA2amW7DdNmknkma036MrBout+Fc0s3TgKoXmUh0Nf7Ap60CqMdg6xmnwz890nLrE1dz9jYyUbcKKwv89MC2lG9V0XsQLNP0RcZptDxXGwCyjiKOqH0onT7bYbdpqhKHQSpQeSyMzH2WkuhAzN2EW8Vr/XGkN8I6zAeYYF13XvDmIUuWUi3+FZ5N0tM1LRS6FDRbBzKV236TEYbqNm95xg2xK/nQn+/f/eGRLf8+eAB5cLf41JLq7DsYeW2iuYmYztPY1CxrTOaKhE6eC8gj1im2IrzAUrRrT3CBhLsUmQTbmVc9O+T8sKp/QpUnP/xO9+mk3cvVhyw7JTHPcYWtCJEp6HyZUqpjjRWxwAs6DgduCw4hdM2VukAXKtI84bj6S4ydm+WY8rroVSsAqbIm9cqr3Un3x8CaTpdNo9H062jOJXXbU8yNoOcO9MN789kzR8nJdZpVn4Atl4PaDCo0b7EfjKUyfjT1T2uPbtwW2Yx4Igej5sMVQoOJ4z/MNYbK0EiiG9qVSe82eWxAodCZAwgVjTTtGWUi5bZ1OMMizbh+fKI7XIYLZ7C+2kUZqvj9etakuPATt5XYgNWO8Pc+AUmgVmyF59Rz4hsU189tkosSKArIvQkL5rGex722HsdK9z/yDtvHHg1+vN14bzDv3u4OzkBfIsZwo6nnIjEOqdiFeks39BazRfVEXvfwmObsCmPeK7vYn3gqscNo3HJg9mKb3idstC+u2nGbPyeX9qUVLcMkiZqSDWV8U4OdBha4+1d0q6gpJwEtNg+1lSCqQNnpfYXTbz4WH75oZT6HwJvnHP/WCn1t3/V628fzrm/B/w9gOnskYsYjhaaKmFVmxgZm9Ry92TFb5y85PuefvrF/pifLe7wo4v7jHyKnyeNODob2yVkVvrNuuxtCkC9zvkim8fJUy1zr+JtI5jZWoPZe/+cII4WstSm66TRitZLaZOozDvKK8Hy5IbGV2BcpWlrKd/GTMuDyM2+kzEQ+Xsf8R/gFvy/+2ttbzMK+kRSheoFMsFmIsz1Vjb4dHNoH2JzqHv2Nk1l0IuEdJNCLQvUzsBq6GimrQhdAtoD4wX4Lp9nqi7ICASB9WbIxWhysBhnuuVssOViP+FyJ4tb0xrOJlt+686L+LoX2yNerGZix9DTuFJO+evxY6X0G5lzpL6jmi+IfnFh4Cd7h9m36MrjAbyuV39TCv+W0+0Cp/D62MJbyX/JHtE0QvzfyrlUKfuyBVJd7BECtFh2ON1ZLOAXmGFWsx17M+dFQrpRB4arYbO3GTCWZ3F0vGU6KNnXKVeXkteYVxnpVnSfWg82b6YtqXIUVUrpW6d2m6J3EkTEymew1Gi7AEcMtrvKgM0U1UmLPi25cyw3vbWay8sp5lVOuu49G78YB6Vv5SRoxTmaYM5qfatVdQt5snciO7HuWlaqcW8v2v44wAo5oFVcl2MuGrkn3xs8439+7x/wj6Yf8NFGEoabcsSuTsWMtIcBO00b7k7WnPrKbGZaLiYTttMEHTAWSajydRVhlzr0pEZpF21wbGkwC9H4CUFTuhWLmxCcuz4o/OCawvrVC1z85hTxY4lU4yQ/OaxKoXWvLKcPKxTIr5Kl4fmnZ7za3/H3WNFMW9Ai9RJe17ZabIVCYJgpxvMt3z5+EzFQ5YNEbFbqQaxyXm9HrNZDrEpog2xFo7yvo0L5nMlmCrtXcm+8Vlt6mVDcHPHUHfHp/C4A99655u/c+zm/PX4CwKId86b4lpyTX2cud2NereW535lIEBzgAc93Rzy5kg6G6A0cShk4/DhPegKpw5JEW1ZFzvpSKq5qK6DwNrPgN3w3BKXEEPeVm8Zz2q9z1DqJCueRcON6WODe4wt7Rd0Y1k3OTTNmqr0OUrIiGzfkuuHj7ByAZTlkVeVsiryzB2uMeOS1Km4YtjWUVkeMrgT8cjL9ueN/1MkzGPxreuNQ95Jxf2hPEIFewuQDMdcqpqlcw9+afcTfmn3Ei3vHPCvkWTwv5qIZthnF9idee2xTZ3y6OZV74jTn2YbSJmx8S6iySbQei5pcCiIB6QDPLNWpcI9jccwpmrAGtnLx/TUlrt+/4PjLVKD+JvCvKKX+B4jS0Az4u8BcKZX4KtQj4Plf4rMi0HT40qC/MCSbrudqE8ViOuI/e3CHu9+UyPP750/57slLPlzc5WLt2wYenOiaDqCofMCC66o+qgG049F8wf2RBGQfLc558eQUc5N2ei+Zpc0dxqpO7yV12Mwz3TyoMD0SxeHPtqf87EIm9nY56NogoYoUcELFrUpNYCb0B631vecY8kr7ow/etYnffMLA9mV1edChpSVWM22vBFtPHNVcgsJg4uwSB6llcrLjdCwbhTm2lHdFqG3j3dR36xw2KWZrUH5BdanrRJEjLozYCgmDs9knvFzMaGeaB+Ol3DvdclFM2NQZU+979miyYJyUXJVjPryUhXz7Ykqy0hi/D4T76kBaeH7EmpXoHiWFjRt+kyvBibleVtG4w+A0ZOhK4cKD0FLqj9kV3SKiWmGBgWeD7S0uUawfyQ1YvwvNrPHtLXlTsle0KZhEYWIv3VcAlOtwXFbELFNto41DfVJTjozcy6gc7KQtdlpx947cz0lW8WIxY/9iQroIJwvFmcWNmzhWlBHhv7o2kakSAvtQSZHvILaSOxNjOeewKOY3Ct0Y9llKfiZvvDe74d5kzcWdcTd2NjlumZEuNYknaFivy+KU6pSeM7yOU/e8TNFtav0jegTqw+dzsJj7ylfdGn60fQSIgvV1Pebp5pgbb2q6LzNaL+wahF7fOb7he/MXDHQd2b7W69Fsc9tV8j0TJJAZADFNXYtlidnJC9O9Il3LGA14vI7B15/sRIHN/qF6bc2w2h/gT4L2Tu/oj/XQdiaBoGAe71VYgzJL21ddT5wE9eF7tMxzlzjwQpLJoKGsU358dY+XQ4HDng22DE3NOClpfKV3mNSyntQ6BjjKSWBhceADwXZgUVNFVXZrWTO1YnOz16Q3MuEvVnf4D65mXH1T9oDfmTwFRHg1JLNnky2/MX/Ft0avuJsuABjrksJmvJod8cOxAND/bPSAzT6naTTWB9BNYVCFIZnUjAbywOaDPY/HC06yLeVjzxy1hkS3HCc77qYyF++lS+Z6R4viqhUG40fFfX60fsDr3ZS9r/xWjZifV1UShTTdPkGVYr9lPQ5SKUdjNbs242U9B+BlPeemHvG8mPNicwTAusjFjqkxh+zPgLEKwYxyJGnbBcF8+RFhDWGN90LSDtX7GTEIPDh0500ZPksesOLKt/t/uH2XiSkZmZLvjb8A4J+dfcTobolFU7iuNTdQtdzPRu7nZTNj2Q59lbT7nkw3jNOui1UlKU0QP+2dnr+zce5pp7xeFJ22nod/oDqDYfVP6oXnnPt3gH8HwFeg/rfOuf+ZUur/DPyrCBPvXwf+o1/1WX1GmE2hnjmKE2Igg3Y+K1W8+ZlE2f/J9YwP7l1wb7yKpcvX6wm7XU7b6A6A3uvnHnxlYjnJd/wzRyLA9reOfs5/Nv0Of/z5u7Do7Chcbml1jzXhs2JXg/UB1PnRlm9O3rBqBjzJJILe6VzYFh7jBL5M3XSVGfCtJSXA15BpBZf36F8UzkWrA1YFreBgWi+noJUTgHhvhJjSYXZSgQuq27qSTarNumzZpsLG2DASdgpEIPFoVDL35o1nky1lK6rrO78xFpsMtUoPgsDotWfB+Kps44RSHMCDIFm/dYrH00UU5lzXOX/+5j7rF1NSH6Ql+Enq6FSiPc2338Zoc2nj2VTHikYzknGlLKiVf12maMYJOgtZtaMZGpq818Kz+rD3759/Nw667KYZaYoTzfaBv9ZZK4HQvo9/8UFxT8W+E1Ps6Pm0Xq09qXFu1H31oEUZGyuzbaslANOOm7W87vX+CDYpLrPYDzzQclCjW01VJNLSBnQi1iZtqzvh4EQCamH0+J+1dCzWXnDSD1BESkCBS3nSSsD7JDmPgV6HvcBLALh4T2K1ppfBqhZM438X3pooqhlUE4PxoNdsIzgh6BY75wMvmx5W/nBCg098VP3Z9pQPL+6wuxjHyoouwdSKtAHfDeCnd8fsP0j5+uySC6+m/dnNCavrMWaRxHUmgJ4PGEw7LbY6G3VgoROEfMM5Szutx7gzeMuf3lwPC3YfPxKo1K5XsXJOgOT9udhv9cW36E7uQHdrmx04Hjy6ji2yXDdclWM+vjpjaz0DwQK5RWetx3gCyrHb5GwXQy48G/qjgCU1XaClEoerNXprInFI1x0GtJtrIXGRFjEA05rzszVnoy07X9F6tZhSbjP+/rOvAbB/kIqdVyrK8wCPJzc8Hlzzup7xhwt53cvdjLo1DNM6VsSLWsDebaujU4QqDKqUmt/Qb8ZaOV4XU5b1IIo35rohcRrrxuw8duB1fcTIlNETFcSr76YYsdgNo9hzMOtuG9OpibvDdQ1knmvlGJmK+z4QHOiakT5ibzNW+SC+tmrFQy5UUms/112ruu/Ax9DB7kQ5lPWeqb2WVn9Mx/eFuRnWjl4l+DY8QQDsXcIU5vybnSQkl/sJy/0A69QBbGc+2HN/uOTx4AaAs2TNSbJhrnc8DCB6XVOXd1gSMASgcd5kWDMbeIhOnQjb27hIhpGxr8XMOl6I35+9hQ+AynpzOrqF/PIK1C9HSP3y499CAOUfI5io//0/wWd9dXx1fHV8dXx1fHV8dXx1/P/M8d9ISNM59/vA7/u/fwr8tf9G36YEnwJQnlqSO3tGw4qhxzYFEHljNa99L3u5HPHRZ/fQg5Ys78TctLZCHw1tjloqVwcUYwfNTcYfP32HT5fSS30wWTIwDQ/OFrxUUgptlhmqCj0xf6qtfJ4pupJ21RhWzYB1MyBL5EtG05J2VNO2SpiAQF0ZCBioHqMp2QvYNmSpIqApOjAhw9a39DTCYZNee1F7c8ReKTXZCyi3zYRuDzC4sqQ7oYCHbKD1ularr6XUxz4j32uylaJtRlz7EdEMRVPJjlv0oONs60akKMJ3JIVcg5R2fSVonLAaDfkCYqZxOtxxNhCri0+W4nN4uR5TlSl6WuPm0tZLs0bsIzaZZP5I5moqxB6lDVlPd29CWzjbELP0gDNLt5akaLtetnOogWg5dcwqd9D7D0dgaoT2SjXRVEdiOBue4eTTJOLAwnekW8jWlmTXoquurOWM4FZ022ERGquZpCVj39bcFBPMukeFRrIhXUMzSqilMMtoWnJy74ZHk0X0hvr4+oybmymUGnw7QJsW5SU+oot7v9IWqxf+3vWqocoLPYb70gwU7dBXCgL7c2fIL3UcDxBwaODSrtIQMlyNw9Vddqeb7rvjKWmI3oF4uQFfSYn4oYRYrQ1v1jWYnWZVDjg7kRP69tlLHo0W/HDyiBdXMt+rdSpA8rL3wC28WkhLKpAc9vsMtTcHWj6x+tR22apNReC0GXcYC9UIXi/ddBiowJKLTMLES43UOrbeemTZrmJk5AexnRJed1vksO21q/sU7vC3XqHLFIqXb+ZcLqXaprXgTopNLmshMu6s/5ro6elApZbBtOz8MG8yko34jjrPahF/P19lr7o1OjzrvkisrmT+1f4+2zzjoj5iM8+5P5dS8u8+/CIaygIMTc26HsR2G8B1Oeb/tfsWN8WQujmcQ8v9gP1Oyo3tMkUXGtUqkrY7D+WganTsdATLoxebI648fKTyVXtjbNyPwuurxkRcqW01zSZFb0y8fujW4ej44itQToHzmmkBR7drM3bea+g02fBbwyc8yq74KBf247PimIticiABsFE5dW1oXIINLNEioWnSCHcxlYpVwNvkpT47WSlZI/tYvHDObx2OHliYg/U0aAHeHa1JTcu6zGO7/3ox4Vl5yl+4R5EtnGYNo0HF8WjP3aFgLR8OF6SqpbIJpW9jhVaeVjYyIvNU9o+GCMvCWS1M3wRsqOxaIns4xAvRC9X14CO/vIP361Uid6qbOOlG0VYj9s2Iwj9Em0Bz3DC/u+bduZTuqtmKzy5PKa4HlMtOP0gwAAoTsBN75QOo7jtwYJeaygx4vfblVjMXYTHtOpEs5cUab3mXifeYozmSu/7oaMnQ1Hy0usOrS1mM7abr28ZyaK198NWxfMSX7u0yaQCR38Z2HHze7bK8Z1mA6xhTpSPZ4nFg8rNmqERt1XWfbxMRoWxHFn0sm7Y+aynKJBo7ggRkyYVGv9I4JdfYDuRkbrdKY6vHf6/ZKerLnEWjOT6WjayxmmebY663o7hBzUYF85Mb0TbZyQJ1vRzTLjO0Z0pB73lqCKQUCYwEIG56+jg20eJjGALLTS2+gk3omzhsZlBtEgPVgP+Rm+1fZny7pHetVvT4yNaQ38gv8qVvLWUqtqeTwpGuGwGux2cnfXllTLdZtpp9lVLZhPlAWqfXRyVNM5DWV08wr83BnVZ844FgA3/75AusU/z5zUM+fumjqoscDdhZw+jIi0EaS1klovfjAwZd6phoBCp+VMWvu5aYqdzBnGgGEii4d/f89Xef+kfi+NnVHW5ezzChRVZ1Y1CFFUYpaSX3A9+djGFRbfe3qem0aLoW65es2L51pWzPr7KSNvbrxZQnc0mY/trpJ/zzo5/z4njKH93/OgCf7M65KscUbcLALyDngw1aWa7KMVeFjMXJuGBlNU2SdLuKcd7j0nRyFNqJsGhio0J/sjKYSoDjncmyFwMN4qKBQfclpq3xGsHrk93+nRPijO7G6G3V6PhSry3XX2OSjUJ/nmOKQfyuZuxIko4golqRBWkz05mWp45kXPPoZMH5QOb27lHG5X7Mtsw6c/dtBmu/iQ+74FB5llgkhNWSXEZmKpCuNdkiQ32S8exIEulP71a8+/CKv37+OQBTU/APd+8fMHg3ecW98Yrvzl/weCCtyakuqJ3hs/KcP74SDNQTTmnTpJNkgbjeJFlD7sfEPNvxweiSk2TLtRdWCwDmPgZqoGvW7YCn5SlP9wLtuCzGXGzH7Iq8CzQDuNuqru3tmWDyQX5NSRu0ctTO8Hkh4/jz4jQGdM/20jp9tZ2xLjOs1fG+l9sMV3sWru2NWasiyy8Il74VFynl2XphfH6ZmbCL7a/4M986Vo3rAo7QmmxVbH/+zuwZd70w5rqVVtx1M+bp/oSX+xkrL37aOoVRYmD9ei/Pv7KG42zvZRw8bs0vJqlu4zzOkpZ9D37x1p+9v0dJkj5kwQQGtrv15i8/fr1WLqjYU8yvBdeSrbsN2RpohinV/IQ/eyzZ4Oz+mgfHS9ajIioJN5sUvTPCuOvpzAQ9ik4bSfry+qSKppKBNcRV3g2ORPSSxOi3q0qoVgkTLJUTPM233E1XzPOTSPfflyb2z8N7dUXU2IhU0qGcl7IcYJQEI3HYVw7gvYM7d2szl3PsqgVyD4hiaCCDoZx70VDVvcemEgxkvjo0HZWMTypGaWfCer0fsVwPqVcZZtNtjKr1uKoehiFssh0rCVxuSdM24queL4+oa8Mwr7lzJM9inFS83k149WpO+loC3MGNMM4iWJFeVcR1khKmUrB32FxTHckwrkeaNpN7HMyDdW3kOQc7EiuU1rAQhJ/FzScuAP5Ztg58FSnbQLZVJHtLumnie4VObGKwoJqO6Rc3rf7CEghSLVR1wqIYRiDsdLKnHlYRLxGOLGm5MxEROoDLcsJPbu7y+vUcvNGpG1oGp3vuzVdRy2hRDCmrpFMvJswRh9KqU+0P2IbeIuMMIrYXZAc2DpsrtrXm3kCe4fcnn/Evnxo+fucuH28lkPtiPedqPaZY5dE0tamkOux6TBipvsg8CRW9dCtaSa5HsY7SCqpX0QpVsl4WLarJUiX44YWoqmybv8W3Jq9JVcuLcg7AVTmOsiaBXPI3j37OidnwB5tvclOO/C1xpFmDzXVXvdOyyNi0U6g3e0WyM+g6ideR7DzrruxpgfmAqXv+7suDI38cyBnc0neKwVcfK+V6r/ll6tFK1oBqbt/aH3SpuspcryIZyBsucbSN5uVyFnE3Z8MN782uKdqEpVc2f51O2DDC7kwUL3T467DqoBqGtsJ69sF8O7SgQe90BODnzzKe3dzj4l3ZA37r3gvKNqHapxHbczLY8jfmn3IvWUZT46fVaaS9h2rGep6zyQVE3oaKkUrBain2BaxUm1I7w7vZBf/C+GcAnBtLrjQDlZD7xLJ0NddtyYthxudjqa7/aP+Inw/usKiGUVuvbISos69SSh9U1VUi1T0LxldgkiCPoFqOwmYBtE6zs1nEkE4yuTl1T46izoyQuHti0iQWPbBY3QOuWw5M5gOj+a0AXHWV+u5HLu5lbx39ijZAq7jYyjP709Vjvj4e8E5+xXcGAiJ/YNbMjy01sPAl57XNKFzKVTvhSSX381lxIjpYKCH8IEl5YzWJNjGYApm3B2es/AVGTYbumqG/Nwa7l97l/LepAoUiWjvUY2hPHduHHYjcGSnrm71i8FpObbs9YnN3wGy2Z+QFGAtjqbOUpjBRT6Pvr9RvG9gURuOC7568AuCb41f87PQ+f//J12heyiTThcbmVlRoQ5ZeQ1KCaZRohiCARI1jUQ4ZD3zLKWlpWhGRDDRMV+m3mHmq1iR7RbrqAg4p3SpwNgaWMfjp0di5FfVHSYPeww2Bo24g8y2DZG8jeykGZM5vXI1h1/qqjx5z00I7tuixnFw2aMjyhsHdiubU2zOsBiSXaaSph/sUNokw9pqRoplq6k3GYuOtdrKW6dGes8k2Lrw/ubiLfT5i8lpHYL1Npdqim25TNZXzHoJd+6PNFMWxkYraqKuuhde3VXidPhTMtNDm+jBI9QnHIUMybF5dFSa/aTCllTaM12CpZin1WIvwo28vps7G38fn44M25cG/MiagbRV1L4Pc7sWxPM8akY3wR2M1l7sRlc++9nXKpsi5e3fBww8kq7s3WDM0FatmwNLLUZRtQpq2NHkbXdxd6sR/r9KYg1ZPL4gCgsZQ1DEqHOoCmk8H/Cf5dwD44ckjZnlBppuYGeZJw2hQCvMvMA5DG8yqw0RA+creqLtPgaVnYmtW2JbxNLkVQPXaVm0G2aCm8MDdP376Dn/MOzinaAKNe5egfZr6+ZGA4X/26A7fmF+wqfPI1lsuR9htKmtMGA6pfHey7zb8EAAmu0613vnrEssZea8pPcGk174JWlm3F3MFnZxBaDH/gmz44PPgreBJOXf4Xieip5N3Vjw6krGT6ZaL/ZiXr+c0+DnbKmHwZg7nk0gSh90nbLcp2zeyfjxR552lTK9qqhqN2elYXVJfQvSRhM4dSMjo05J7Jyvmgz2bSoKfV4sp9mbA7koGyo/MPWaDEp3amHxUNuGPl+/xxWYe27X1JhN9wFET9Z3aXSJretMRf/KdrMv7o4ztXK6/cZoflO/yk9W96CM5T/ekXhE8qN1fV+MYKBWNd3coM9abIe22IyCgnFSDWhWtplStxC9Rd7FwPTESaLUZEx9BPsquuZcuGKiahV+3X9THPC1PeF1OeZnK9b4BqjSRuRcseVqFtaY7D4itq7gWhRa+fXv83B52t9t6UuF0UUwzvsfJM1954sufbB/zp/oRo0HFQz/u3htf863RK97NLqLmVUbLWFWkyZKxlusf6Yqf7+/GdU2ej6FqzUFr12hLkohHYgiErU9kBarRSyRDFSok/sb/vb9f/JI8BH7dAZRvRQAU9xpGd7ccj/eRrTUwNVo5ltWQL67nALRXQ8ybnNVVHmmeUpIkVpzCIbglerRhR7JTrF9O+S+LDwBYPhrwzckbfuvhc/6kfSwvfDEQCYDMxWBOOSUmw4mL2juZaXldTHl6fcx+7S/E+TJ6X30rsIxKCZpAhPqkpdcFQtYIvMHUnV6QauwBuwFAmUPforDZ9z3eQoDdrzal64Z0UaCqhih24RxulFNO59RT//mtIltJGRufpTQDYbWVY0c7CvRaOXdddVW0pHDR1Dd8cbYClKEZaNqJpz9PRHL/xWIWF8HkJsE0UJ64zsDTe6wlS8PgsrdBlWJ7obyhsk38CZWQr218/so5rOmYbqay6Mr2AkiHS1JfIfLPqaGjrd6q3CqHKNsiAZyuW2xu2D6QRXZ3V9MMJOCLOCAnrD7R+aE7bLcpyucpqsaQakvrwRj1PkVtE6reOQTBv828YfzwCoDfOHnFb0xe8N8Z/Zwjv8j8vD7jDzbf5KKYUNluamsvohdZeLcWEvmh6ioOUSDSHah1OyO6UfkNbD+XRfzZy9GXbow2dSIAWndVmmj/4z8/2dNZ8qj+e/1QippKDht1e/yzaNVb2aFTEhweT3cc+5boF8sjNosRrjDoXSczYfbeR9HPz9f7M16NjwWHEYKldUp2Y0i2HaOozTvrkXi+mTCKqyMOaDmmUBJU9Vi3NumdtwqJUu9nYfPyLV+5LgXGU6vfwjh9ydH/nfbBk+6dmJNnsN/lvFRS6dfaUjXSqoyOB0qeoUt6g7hRco2ZjS3hZJGQFIf2NjaVcaabTnk/YAXlBf70WsDKWltP5Lx3o4zrbMQwrfnWXARRv3/2hOtqzOcbaZFtKxHIzDxmEuDz6xPKIqVZp7FdFedfnUbsXbYVbGu/AhP2jGJn2PvgO9FSCXu5nbHcysbd1ypyQRG8EucJVequaqpljGS77r70N+h+dRWkiFB5/Fjtg4Laab4ojgF4uj/hJNtylm5Ye7uc1+WMq3LETTniaitr6mY1xJWGoIkGoKw68H0U773bCSNxj+lXSA+q8hy+tt9ifqty5cLrOhsgZzV2m1LZAYuXMu5+rB7xH6ffIxk0ZHmHYxpmNdOs5I6vGp5nm0OR11tHMLIfJA11arBWYz3gyVlfkVO3556DHis4MntN7/m0/NLj116Bin+tNbvFkN1iyPPwIBJHPq54dLLg+4+eAHB9PhbPpothpCEfPPzw3kYmhFSiuqg63YB6keBeCVjyjy++zo/u3+dovI8aMNtJhrkwZDt9uFgA7chxfCoP8Xfmz9g0OZe7McXOS/FvTVQ2DhMlqNr2sTXK+RbluBugyVahvDRqFMhzGucOd6OoEdPDOvRVs4FoaWETsRwB2J+nNGMTPY3iNeWa4kxRPpCVLRk1lLWGTUqy1vHcBMOhcF7Xvh3IRA8g4fDFAf/UDn1pdSiyDc1RS3Ik32ESy+XFFH2T4ivU8vtZRT6o4yJY7lNYp1Ip86PTpop67LCJJvPBUra2JPsGVXfBkU0NzcjAUHfBkZWgR9XdTNCZEaX4XmAUgZy3qi84oqREk2vqaUJxbNg+8D8b+VZO0z0nURxXsgkG8LqSjdAlHW3daZnYrVMcDSSJ2Exz9q2CutvwFAqbWmYnW/5798UL7H969I85M4YnjeK/3H0DgH+w/IBnm2OcU8xz2bW3VlNWiWSjfsNTPvPWdRfUhODeFIfecrpxkfhRTUXLqZ5BMw87jxOq+lp1nm+1l90YuqgSL/pmMk7iLfZtOtEvipcrOnhVh32LQVyvUoMl+m5F7S6v9K6Viya0v3v8jOfFnItiwpVXp17vB5RFig0YIiQmaIsEu00iFZ/M0owChpD4zHRvToPMifrI4obdGFNbg66NVLK9jlioMh9oWPksOK5j9AMn/2F9cG4M8NUhJtLfY24FKPFu93XkjASR9dMh+9CutH4sJy5W1oKdkm1cfK/NLIOTPY9OFnFDe359RHE99MBs/61eiNgmXRvbZt3a19cf06UEUtG/8tpQL6Z8ZqZ8fCJ6eyd3Vvzm+Uv+zp2PAAFQ//nVA6oy7aQ4HAxHJdOTFUc+KR8lFY01LMphV5W6HGD3XhokDGNvueOMi7CDQVLzvfkL7mQrdn7B27Q51qmIRwLYtjnX1YiL/YTFXoKbokop9pkQino+dapR8b7K9fuKrCZ666WmJdMtp+k2yiK8Lqd8uL7Lj+392BLc1yllnVC3hmLv96Nd0uFgQ86YCmyhj22L+MLwZ0jQey3mAJvoD6PYunNd8n4gxRAS0dCq1Y7RxFt3zdYUTcKuzKIfar1PcXuDXQ0orL93ChaZ48Ww5fOJBMz3j1c8ntxgehmpxsXAKVQhg1K70RYV/FjUrf/8ZcU8ox+X+fkYnSh+hZHyrz2ACg8nv9KYlxnZ0sUHi4Z6kvPkfMInjwRPcf/OgsdnCy4HNeulL9+tU/Q+GJ36j3ahHOy/CFmwnOnsPQDMVlM+m/BqOBLQJ4ARBk227DaBaDkz6u5uYUW07dF0wTCV4GtT5myLjGKb4bzNRrvXcRHqLFRkhzYVUbFZtTKwm4GOFRO1d9Db3OVc3MGAVb0BGxenVAIZ8QOT31UT0Sz6shbB/o5jfi4lk8fzBbO0INcNWw8yuthPeL2asl4OOiPNMnyXi61Yk0vAqFqizUd57GiPa5JRl5IWNwPU3mCHFuODqtmopGk128UQ4+l/g4WWyoTtwKxh47GJ4JwgsHs0mA4DtT/RksVqSFfynkm4d17kLWCgDgTj1NtJVr+M3Q58cHdkKI8U9aQbH8NXKoKEwz1O91bA7UV7+Jw0WNUB3F0ihp/rIu/YRXlFft5EewqA1FjGWcVfOXrN13JRVv68OeI/Wr/Lf37xbZ7eSJbatpqj8Z53ZjfReHtdexBrqdFFuHfBTkN1LuyecRf+A8lAdUu0PxDcjKN8VPO9DwTD8N3ZCzZtzofLuzy7mQOwWedQmrgxhCNqq+zDhqp9gtF5RppSsENJ4Tq9LCAAxvtlpz6uD7zemXas9gMWtQQGf3v+M/7O9Cekqo2MpjfNlGsveDjwN2BtB/zZ6jE/ubzL3vuvaW2pxwnVLj0A/eq9BFXRkqn1Kvw73VXXtlLVDerj0Ku+9K7p4NogsusOtNZ6emIR4Gs6VfL+6/AV7G5DCw9PxUDTptKaU/QIGn4D7fncSlG9twkD6FnNB+eXfP/4CY8yAWpf3p3yrDjhshpzU8h9f7GasbkZRVD9LzpU0NAru009GDZnKwUr7994ccrv35nx+WPZUL82vZLK7TYhCOKdnmz43ulL7uar2F5b1CP2bcog6XSgXoEIWbaqA/1vxI2CXgLdOo1Wju8MnvPtVHza7pqE1G/MhXcyu25bljblVTvjc4/Z+dH2EU93x2zrLEIWqtZQ1glFlUZnjKZI4jmYmSx4R8OCcVJxnG65mywB+Kvj1nvB5RQekLZsRlxUE17uj3i1EbD1Js+FhVYZbGjhpRY7aHFJYDXr3uT5sofif/UlOKf+v79MMb9fcXcCDY3agr93+pT72cLPRc8abAe8KOY83x2x9CDyujUY3bVmw7FrMqZpiQ6sW2WxViyI+q81ymG0jfpgbauFNKa6OAAPeel7W37ZcZuZffv4tbPwYmchBOU9en4ooQ2uFO3Glykv7uDulsyme47msinsBhn1PqUtjCxmABvi7I8tMqfEJPT9PSdHYtallWOxGVIuByLLD9LXH1nK1MUKTLrpFvXQS32+n0d2hfGTNk8a8klDNSyjYFoVhNpqLeVUQBWadK1I1z3fMEUEPUe205ewI8JrY/tHebppr/zYpkIzT/aObC0fYDzjJ1CK/VuFhbPTrNYS8fxsl0dV5hOvTj7LC752ekVzrCM74mI5oboekKxNL3XpNpHQ1rMbhUsT2sJESrTW4OY1s/kuDvblcoR5mTO5VKTrrhoUhPWSIPdQdxtKaC/UI0WbpyLLcBQqJFIlk2uVn9Ur7SmrOn5+m+loUyA/RNpk/cmv/LWpDnfVDCSLTnYwvPIl45sWrARZ4dxM4TCljXYv8QOtQtMZxzollTnnVBTIrKuEJG0Z5HWk/yrPSPliN+c/bb8LCB7v6fUxVZmSZjJQH50s+O3jL3iY3/CmkhL5x5zLeNLdJtga2TgPcXRhA+v8zFSrojcdeBB5oqj2hoH/xd+YfMy3swuKM8OntWweHxb3+dn2Hp8szyKeqKoSbCtLXzvwrKRMAMbB2BQk8LCJjNlYHaulKtYvzMYAo7emtANwwxbnFB8uBNu0rAfcG6x4PLiOthhrO2DZjEhVy9QHAd8bfMGDVJTx//xKVFK3ZYZNLG3WYgk9PAl8nekqOmLX4ispvfulW0nggtCrDiSDXtZ/kL37MaG0wtkvRzzFSnXwdFS94KsFjVivxEpA3yuvJ2JczS3JeYHyYydPG/K0Yb0fsL30Vala41KLylsG3mro7tGau4M1r6tZDFKO0y1fG15wnq25yqW1m5qWp8qx2w6i1EzM5A68MgDtRCrB44LyccVoULEvM8ptqKwY1Nbw+RcyxrZ3MjLTCsEnQAdMy4UnV1zcSEDRblKp/AzaGGi5XSIJuLdIAmGE6hqquYneectiwB9dvMeHq7s8GEkg8yi/YWoKCpewbOQ+XddjVvWAok0ovLXITTHkcjmRCkuPgKATi61NDJpULVUpl3bPe5RWzPxiurYyf+ZGRCWnek/rB951O+FDc5/KChEFYG/k+12KfA/EVnggjMSK55eAwA8DIAW8zbr+ZcfbbXXHzuM7P9mcsR+mPMwXvJtJQHpvuOTkaIfBUfgB2qIwONZ2wNNaAuYf7x/xspjROhVFcjNUxEEF8hPIHm+0Q4fqsrZYrenA5LKXftn86twCun//suNXxFdfHV8dXx1fHV8dXx1fHV8dXx23j1+zjEHX5inuN2JZkfQEydKGpjHs1zn6xreNCoV7PmAxS1HjztRWGYvL6UX3KlZyIq1eS19/Pt3xG6fCwvvG6A21M/zR9Xv87Nk9eeEyFdB4ZqmPOzyNbqE5r/n6iUTL9wdLXu5mLJZj7K5360JkG31bVASQBy8wU3TgvVg1Gkh2qFpimb8TiuzV0m+Hyopea9D/qcHm0KDIl/LGbNlIFcQSdZBUa7GZYXdnRHXts7u9ZnAjbZ2LoeAEXkwd7aRFT2pS/3xsK60LXXZtyGQvLDzVdBkuTsQB21zapwDNac1gXFFWCeWVDILBq4R0LZlzM+6qPC7xLuUXvpJWShVC1x1Wph2ItU3fTDjZEq1rYkvU+VZUMKYNMgb9ilOvbRIzKNNl7uGZZBtHthHQfLqRLEjXTjBSle365tYRdXf61UTrfKus167RjkHaUBY+c7zOaGvFOuEgHVRW8eSoZn4i5cvWKZKk5WtnV3z/+AkA3x1+wViXfFLd4XUpFahtFXQfet5QzmG1Es0o21UQgw1OVx6WmxO127aOdOdQzvCD4fuAWPT85vw57w2uyP3Ey3XN/XzJfpKK4zlwVY+9Do6O7bBQfXKZzGWABuPZX50lUbru2rj9zDB2IUJxKIPsqIw2RAB/8vQx7T5BZy1JJs/MtjqyA0Nl5f58xf3R6gCout0MsOsUszGdS412vuLUPVtnPPA0gcbfbpuAcoKLDJiyiC/rAVODeGFHXvAejUZBwHKGU3IuPpu+b1kkmzj/v18GMPfn66YN3334gu/MZF28ny2wTvOD1bv8sX1HnkVtRNQwr5kP5WEc5ztuqiGvd1N2ZafLF/zbgpBk24pEQLtLUPvAbPb37FaZwqUOm1sYyI05m2357dPn3MuXFL498XR/zKfLM643UvXZVyltojB5GyU6rjcjXl4cwWUefSm9RjNtbuKwTnYC7teVrF0gbXenoJ5qyjvynVo5tkXGszfH/FnpCUcK2XtaDYGFWWmpJLXdg3RaqqnjdYeNFW9VufyIR/LjuR06Sl+Zba1mkog1zNNSdKD+qHg/+vAFAcldk7KuByyLAQvfTaiXubQme7g6nMAddE8gVb67h3eynUXRobwLh3gnus/sQOSyv+i2v175/1rFcinP7E9XI/6Ux2R5w/lM4CMPJku+NXnNNwevuJcsAJjrPQPVMk3WzLWMu4Gu+YH7GpfVJH6HxqFxtE4fzFvrvMeoFzi1icJaSxuqULeO26zY4E/bfz6/6Pi1Y6DakZzY9N6a945vOM23HKVykwJlc9UM+GglJfhP35wKE29jcH4i2kzaPMoRmQXKA8hN2cPMZAKUvbmZ8INaFoXtnYx//uQj/qXzn8Wb/mF7D3OVQmkilVbA0o7ZyZbfngne41F2xbYVmvPCmxyyTdCF8uVgX6ovPeOk6R6A0zJ52rwLfkwp7aC+Urg1Ch3K77371v+zX9yPuAa/iLthByLPNhq1c6jWHkwA5VthAbTYGktTSosxX8hr8huFTRPaPIkeVW7oSFphsITNzexdVKsOYONmJIFTPXHYuQ+OhzXFOid9kzK+CRMY6inUM0s7kcGucourNMkiifcTJ07upnakXt8p3VgS376Im6tz1ONEtK98q0PXDrNrMGW3azml3sLXyM+JgN2+iKP2i2xet9JO7AnG2bQbf31QojUa3Z98Pb2fqKbtAc+TXLBgAEs1IF1rVN2NHd3IOW5VyuCe7AjfPn7Dt8ev+J3h5zz2OIlrO+BP9u/zh4uv8WR9DMB6n8sGY7uFEw/w1XVHxe+LaPYlNfotPJANZ3jhaD6VzfPzi0d8MniIG7UYj3lL0oY8k5ZQbGsXKW6ToAtNEoHrCps52kHH/NKVOpgz8sPuWahb2A2nenMnd5zMtnz3+CXXlSzalzdTzCJBV2nct3UDif8em0nk9jSb8tn0Pvq4JPGMSLtLyC8M2aLXKs+FrJJsOyJFOXWCs+wx1pRT6J0o/EfQedigbs1n+bs6/PsvAK92OEhpuYaY6e3X+b8E/biecaa0cBTbOuepF2Vc1CPGSYl1Ol4/iKdlwHuCBMx1K95rWw9crpc5ZiOK7R3mD8EitkQvPBMM1T15AMKfijbXlGfyIK8mYz7NT9HK8o2hYP6+O/yC7Tzno0KS3g9Xd3mxmQW2PADFJhc2nHFUxwGl7u9zC8kmBHJ4VfTePVECKNcVlL71lUxajkd7VmnDciXjyRYG15rDQNBfKy1R8wpchEvEPo9DMIfm1twGYQgGfTQUuWo4MRu8ogTX1Zin6xNudsO4VlirMcaKv14d3A00qlQ+gfPrdiJjIMrntHQJHr1kLsrldPO/DxTvblbv9XRJquqZWcfAQ3WtWUqDWRsaC899q/dZfs4f5V8jHVWMhxJVTgcls7zg/nDFu0NhHd9JV5ylG/Ztxr7txKst4uYQDauV8y08G/W0GmvR2tIa1+neBSay6h5jLEz0fvbLU5H/L1SgwnOoqoSX6xlfLI9izznRlqNhwdemV/zeyVMAvj695M+PH/D8zRy7lhunau1NKVVkUUj0zwGCHqRSopqcxoup/ePplI8/OOOv3v2Ch76v/eZ0wmI9J780cZAFe4aiTHlSnMTPG+qK756/ZHHk+997MYzcbXJqL2ho9mLj4jSdxlUqlFjVKpJVx3QLmX/tacaJcjGij/es76QOB+J7Ef+Ry/VjRYEcYHeWoFtzkFXIB0Bx7jh7tADg/nRF1RqudmMWfqFoVhlmbUR2IVgAFP7+ZlBPwn2SDMtpYWeB2PTYaYMZNnGA1auM7CIhW6oohlmeWzgryQd1nABVkeAa4zc3eV0zkg3WKUXug7ThVUu6bUSTKQkg75RirqmnncBqthWXcBfup+3EC/sTBx2A5d3YeUsB21eqDph0iYpaW1HA1QcnzvUrULIpOq/IHZ6dcvK6qbekWM5q6gCqDXtAq7DGoc8L/rl7nwDw35/9OSdmx6tmyv998z0AfrB4j09uTllvBx3FutG4vWA+OlX8jiUagfo+GzdVVyHTrdyDeug/Kyho624DTNeKwYW3I/HCgjaDYuZYnUkFE8AVBrPTpBvd6XuVgg/SpYorla69ptK+I5eY+suDhHhbI8vLcZQXfGv0KjJ/Nk3Oj+oH2GXaKdujsE5YQmEQpFtI14Z2MaQ8aeNn43rCrv5nYqDtYvBsU7DzhmTQxMfd7hL0WougptdlS3cS7EcWXsAP9kHf8BaI/LCKSfeexh64xatAO78dfGmkstVTIld7w8+f3eWj/QP/XoWaVwxHVcfoslJJKuv04COPx3vujDcRo/e6SGFjDrL1YOGimi4I1zURrN6x8KQqm26IwfFmNOKnl0N+6h6RHstz/PaD1/zt04/4mxNh4d1NV/ynzXe4eHUUv9MMG45O15yPt8wyGWSZbmmc5mI/4ekbWcd3gwGmkGBP92Q2kp1PcP2GP0gbvn/2hIf5TWTDBTae6V1s7Qy7NmNRj7jyrMY3uymXqzH7shOxdY3unmXQgSplL7OpIz2Saz3K9lgUY13xXvY5AL89eMonszt8Vp5HNfTKJrROcVWOebmVxfcqH1OXCbY0nRZh3mIzS1iNszqsWb0qrh8j0Akxf6my/S+IKART9Hb10xlHNvJrwKChJj+QezAbg14acCkbJUHV2sAXueXH45bxsWTq3737ku9OXzBPd9TO2w/1pFpCMaTfmIlWWF7CRfUCo9s6iuFNTsta20VQv2jhkePXHkCFcnb1asSimJBsOiBfBbwawJOze4wfSV/mG6cXPJosGCY1L1a+LbEe0O6NiJEFJkzdc1WOVFr/n2ccAQzeKDbFCf/55ZTjM/mOxFg4qmk3mnQrr0t2Mrn2wyH/IHsfgD/NHtFaRZa0kSZ7NtwyyUp244z9SVCcDToUnZp0XSXYTYrZaNJV2MgCs6wT1zS9VsUBTbTlQJ4hAuWDsORAJkSy6zbANoc609FiBIiBQz1vuD9dAcKkOks3B+yI5+Wcp9sTXu8mUQOl2OS4ncHsdRQ71JVn4fVbeABW0XrFeIDMtzJ3Dyx27ls94wprFfvFALP0k3ul/TVIJQ8ku2kShc2gmoVRb2gHEsgUx/Kz4kxRzxw2sWQ+SE23GlMktLlfsFonAdUt9N9bOjz+Z9YobN7fpGQjqo7kusojFUHCoR2QbbpFiF4Qppzy4F+/oKYO58SnK0x2nTjaWSvdm9jWAVLLu2cLTjwD4fP6jP/b4hH/4M37vLmSeWG33nIksdFXyjXCvks2HcM0aKUFgVLwf2+cZ+H1sk4FlaxrVDM5/2YIxR0br8FsNcm2G8Pgx2it4maE9mKJiUP3qqbdfe3eF4KoyF7zY9b1g4U+2LO3xhVNyrId8r3BMwD+Nw9/n/9q9m1+vj7n2lu0bKtMfMtaTVl6myKfMOiGqCHkcks9tei6W/BdAOD3KmXJHtwioU0737x8o8ivFdnSdTIG7WEFKnrqtYdA3WiXEcZiX7Ik3AKLAMRvsXVVY9/e9OILen9acDtDdi0PwRSKssrZHutOQsMqqspQ9wRdk0HNg8mSvzH/LLbX/v7gAz4enFHvO781Kk2ykoQ0MHZvS8/IOavYOQiJlWoVZq+l8vdc1oWfPH+Pnz26w+89luf6tfGltGhqHdnU58drfufsOSfpNlYpNm3Otsk5znesZkKGuSwNtjAiteCZqcI48wQK/wx3Zca+zTgxG76ZiR7VudkzUmCUovXPpwVqB2uX8KyZA/AH62/yJ9ljFsUwApybVlpNrdWRhVeXCW2tUcYxHXfSC4VNeVafxMDtQXrD3xh+xt8YfhbB1gs75PPqnJ+YB1H3ragT9tpR0rXndWrRuaMJFa6dIoninvKHU16F+8sCi9tjJzxC1f1DKRflXsLrwlg/mcmadX+8Ync3o2jSCC3Y7HOKTYbaJZFwFMdHrdl7EsGT1TFn2ZZ7+TJ2qhorZJYm0ZTtYTB1m8HnQnEsTKPeWDzUVzycZ+5XtMN/7UKaHdtGAols1QUGKHBbRbYy1G/mAPzwzpTs7o7T2ZaJz9KdU1SpZ7p5/wxTeBXwXnasHLgEmomLrUNTSAtKvUhZbOQ7mNfoxFGftCg/OJONZwcqqZaBCM+16xTVKF55ZV6VW9BCR+/fa2fBFgl6231esvW9d39+1oh2ki4PtWKCmGa/CqWbzhJCWGWHD9pmQv9N1/IdIK9pQ2ATW1K+8lFqnvuA9Gov/nTzwT5aW0yTgnfG1zwaLVjNJeP5dHnGizdzXJVF+nt8rrYTDMwbjV1JuB+eRTtw1GcN+byI7Ij9Oie5yBhfKTIvO6Cr7jpDK0l+TnweIMFhkUogV0oXgurI0o4tKGh9m6jNpSKnU9N9pt+MD6QifHXprUMf6japVlNNNNsHvup1Iq1eXQlzE+T5JoVgIvpWOw6f4YQWXmpJEkvVGEqvi9KuvAhg4jpbAQ3UmuV+wA8W7wLig/X85THmOu0shAw0M2mlZZ5dVQQcTtkFOEHfKRhZgw+ggg3QL8g6Q+WxPG2ZvCPj5NHRktoarndDNjvvZeVxMIlpSfzmVlcJjRXWTDhiCy/rFrHOeFXhIguTaDzc+Qj6CnxLXCxVDde7IT9cPuLID8a/PvqYf23+j1jMhlx56YLrZsLaDihtyo2XO3hezPn59Rk315PInEU77NhROaRKhl9TeppvEKoXKsII5DqIArMhYG4zMAm9lp6LwdMBxiQs5Af4FF/JDoF/28uwe5Yv8pn2sAoV0+/u89FA4iJG0aaIcXhipXqBrNUOjWtc1Maajgt+c/ac3xt9yqnHp/zW6Al/dvouT4oTrkoJUr9Yz3lzOaPZJl1bK8Tl2okYMnQ+bfte9X/UYnMlOlp+PKRrTfv5mD9ci5/hxw/ODj4ThL7+YnfEn+0fRJPkep/iGoXOW8EtAWqTYHZanpFPwJM9JDthmdY+gF5vB/zBi/f50fA+D8bSrXg8uuHISIUoBJCBjag9Dgzgk825CC4vBl1QmTg5D6s6dnYpmnUuc5S1fF7RppQ24WU156dbMQ62TnOSbTlJOm2om3rE82LOq+2Ma892DaKxfXFbS4LVrvPCa1ScU/1q0y/yUrx9n28zR/E4PpQ6TPr99498C/gb0ws+GLzh1GwonFzrdTPhaXnCk90JF3t5ZpXHL1rXqYmn2nJdjTjNNkwSb2Hj70NjNbXtREitE2298F4XAINOdWMxGAnfYtyplkOLmy/bE3rHXyqAUkrNgX8P+K7cGv5XwIfAfwC8B3wO/GvOuZtf/WHyRzuQh9UODmUMlHM+yJGfjZ8Zmospr2dj2RzB9y/ls6IgWa1ICjp3b/9d9RTSh1vmE5nsVWNYrka46wzjlYnZ53I+uaU69YrQc4XLW+4+WPDNY+nDv9lP+dSc0lwNSRZ+0lTy3aG3Dz6LbkJ1pqsaWSN4j9pn9E7LxE23LgpEmsL6fnJHd1fO/7uHpQiDP/bQPWC+nioymesMlgH06+I9UVbu+fZhwvVrCaDMImFwodkAn3u8Uz112HFLMqkZ+N60c0rwSTtFtuyqGREDFTJILRuOzR1VAOUfSYuj2qeoK3nh6EKTLeUeHWDFMn//eoFUEtXO5Wc2VVECItB005XGZuKHF99bOQGg++qQKa204HrZkm4curqFFpRqtuiI+Qy6minaXFEdyf2RExFQqil6Cvh+Akp7opccGFFMCZUXl1gGmbQvd35Bza6MtJ37FQkPmF7u5/x5D3eSXiWi4OzxHum84OF8wzit2Nbyuje1oQ19/YAVyiCU6/vppmsQwepe5Stg6+Q5BIxhtzjNsz3fmLzhLBEzXpDFPpiEPt1KdPtqNWXbaGyraH0UYBMBz7px051GqWn2GnWs4uaWLUXdXh/MMRc3gnC+plQURcrPr855sxMa+x9Ovsb9gZiAhzL/zgqOwjpN6gfKvcGK6Z2Sp6NjnlzJOZervNv8ejFA1JsLPzNgdrIBdy4DSsy8pz3pFqRVFWRGgt7ZbSVn5ZxUnWLS09OBCgu60ai+gmT/dc0h5hHcgZ2TasENWmanW4aPZHOb5iXTtOCmHPHkpQCX3c5rLPXaMOfjLctmyH+1+XYMUke65MwzOYJPW2UTyjphpYbYorMUQTlIHclAFq7BsCJLGqomYe/H9nRUMhuUtO8rth6ovl0PsNsU5cVgL14fYfJWqka+Yvbi9ZznuzOyK1GPB8h8QtBmxP5O4p9Vf31OSqnAOmMozn3AWyQsNlNWmznPKwlk/pG3nVEtHf42xAxKxjMA2pFdG44uu824GUN15LBpt1aYvbQS2wFstQTzr8YzzvItQ13FgPSzxQmb3YC27XwZI7bIqSiLkC465fzWw0esxzoG9fxk7+dy1XU8TCWVUtV2Y031xuBteYK39aH8+/y4M73gbOUNq3+6use+TfnG8A2PM8E23Rss+P7wU9q5ikFV7XWuKmeip+En5V2+2B+zbIYc+wpBrhv2qiMygARTIXiKNYYD4UT/s1Zih9ClAp+kheQy/KyPlf2S4y9bgfq7wP/DOfevKqUyYAT874D/wjn37yql/m3g3wb+rV/6KY5o2aHulKSDijxtGHmqRAArrsuc62AcfD0gWWnSlSb1Gk3OuE4WPyyoXlRT152Scpv7qozuFEvvHG34+sklb+5MeX45B8C+GpAtFc6YCJi2A0s2rXgwWfLBSFh4jwYL7gzXvLkz5dqrGm/2uYhobhMSb7orthWBUeYHu1fwdsaK+iyQLpVn5riOSTTQoBQGugXSD+QO7yUbszzw0JqS+1EdWYwH2yunRZCwJoIRwbf9eilEAM4JXkPObfhKgda0eUoz8riosSNFcC+p17LSlZxbM1B4g22pBI0sDCzGL5Sq1tg3AwYXmnzZXUebK6q5ovELj81knKQbxUDmGNlaSqm6dSTeHy3Z2Qhkj5ltImrh1aTnp1ZL8Jjs5eaZosEZ7e+Bv4baRpZeX4lcWUerTWzRFSeKeirPKrAQ8yvIV9ZX9vx3Vk4C4cp2VUSjaJUWdlVvMUq8SOZ25xHJKhVmY9GfxP6+zhX23C+URyVqXnJvvubRZCHnYhq2Tcab3ZRVIZ/XNhp0WEy7SppT+IwsbL6xh3lQ0u7rtOnKMdgLxm/XHgHwh9cj/mz+gHtH61i9PMs3jHTFOCkjVqSuDW7nM/+6i0ZCe057hpxLLe1Ao4ylCVXlJEE3IkIbq5JOxo+pexXLRpEklsS0vPEViGdfnArrr78BtCri+oLHm5k0jMcFo7yKVbOyVaRLE1vu4d4F1eyQCNVTRz3p8GRyzm9n4oI9U13r8kCT5tYC7+iqSMHCxXX0kb5RdV80U7UOrD3U+NGg0PHe6RZUYrk3XUdz6neHwqL8yeYBz4NidytK7Tq1DLzNxq7O+Adv3me5G8Y2VJK0GGNp2641Za3GVkZa/r4KH7THbOZovDjtZpNCakURPgCBRzAf7Pn69IIz74+0bge8Kac83Uhw+2Y9Yb/PBBQcrn+ZkuwEZxQCmRBj9IVPQ7KjWnrjX9ZTmXf+LmctZtRS6wxWPmH2QbuwaUM1g5jcRbHhzMXvCIwuXQULIRcrmsk+YCahXvvK0m7I5XjM42HFu6NrAKZpyYvtETfFkDowHZ3C+KrXbivzvamUPHBLDBidAUpiUUJXsSAT751u8XtKj00XKqG9w4Uq0+0AqpW1LoxF0cETvcCtr67/ZHmfH9UPMVnL0PvaTgclp8Md94dLTv2mMjIVI11xlqyY+ZP+K4MXaBwX1TRiwMKhlYvrTKItzgdRfVs+YxyNsVKmx98bdZhAHgrbhuvilx6/MoBSSh0B/xzwvwBwzlVApZT6HwN/27/s/wj8Pr8igFLhxIE0azifbhmlVedjY2qmScl8vgNR8OfZ/pifXtxl82aMWYeJ6Cs+vTaSKI5D3+/GGRk0xasxLzxA7cWk5sHdBe9Mb6LdxYfpHeonY/JrHWUHmpGibof8RN3jtc9mR2nNNC14d3LN9+Yv4ncv6hGvi2m0iljtB1RVgnN0bWLPlHDbBH3jA61SHlQ9VtSqq+hka1+CD4ObkHH3B/bh4A7YEZdAeSo/bwfCDIyiiRD92ap5y+xMBmxyt2X3OGe3zcCLi5q1yDDoqovQk00HlA5yFCoLbKZOsqAdW/SkRmnJ4gDMdcLgUgt7KYDIj6E6a9CTGuM3Ldtq7D7BpQYV2CaJWIi4REXJgnxpuxZJELocKu/hp6J7vCmE4dNNiN5G1etzH1DJbx2qt8gkOwmOB5fyw+FNi64EUNzHWd3+LDHc9BioJP5QPiOpOZrKWLyaDTA7Q5J2baIQQDUTy9fuSlT5rdkbzrM1qWq58YJ+P13d4/PrE7aLYacAbcH01KbDdZgAGg+ZcOUD8tb1Kp0Om5jYgkKB2TjyhSOsTvYiAzJe5kc8nfjnP7Xo45Kj6S5ef7XLSFa+uhbOR8m4bUiweaCmyrh3PWG8NpP/+ri1zualMzvWNUxGBe/MbniTy5x9ssrFc7E89GSLlVsVWv8p1XjI+qyFo/CB8pnZurt3QajVlC6yXZtZi5lVB3tK22hJqpYmYs+C5Ec4rFFRPJg+JiVsfuGliRZgefsLBmjvcEqhtO4GrfIK5KbXwrPgKsPLdZcIfpyfcTrYsqnzyOii1jgtRq0bb7OxWQ+wlYG6U7a3hfKsYxXkRjE+SD9wFGjk+myicLpL/HQrVc7Gj59Vrflwl/N8fMQ3Ti8A+M3Zc37z+BlI/MQfrb/GH7x8n+tllxm6zNHOKvSwZjSUgZ0YK24H+5z9lVyDS5MYwOigjl8K2F8SLz+3RxXfvfuSoalZVvLebZ2zb1JqqyO2yTkleLo6ieKVbaOpNynFWbf2SOvU+YTB/yiRcdk3U7ZWsSyHjJOK+z7b/N7kOb83+xxDp9Bd2pTrZswnuzN+vhDnjtfNnMZ4PFGIv0ctLtXowNRrZfrajChyao3DaOQXvc5HGC+xyhmA4r+AJRoTUOv3DUVkdRa7DH2RoUso8WbnDi41/CQjet261EHeMpoVfHAm691fO/6cu6nci1UjzyLRlnFSUloTjcyjpEGPAp0YwZ8p7bCBmah9AtJPrFT33y9TJ+8f+le/hPeBC+D/oJT6U6XUv6eUGgN3nXMv/WteEUOer46vjq+Or46vjq+Or46vjv//Pv4yLbwE+F3g33TO/ZFS6u8i7bp4OOecUl+evyul/g3g3wDIRsexalRcDXlyOUSXncCXU9COW7LTgr9yT1gPH0wuuPd4xecnpzzxnl+b9QC7T0TOwJdl2QNIdq9CdcRXZfSyqyzpxvDmxV1ePj7i4fkCEAuMp1ZRMmJw4SmsV4p0a6hvJrzOpR3gEocdWpJZxXwm2fV8uMcosePIvHDX0bCgTBN2Zcrel1bdJiFdSTsglFJVC/VUsDwhi85vXEcpjRWSw3sqjtEqCg6C4Cx0o3BNl8kUdywhJQyaICjE9PO44vFcrv9rk0vuZGs0LrLwrusxL3ZHXOzHLD1Acb/JpUy+7dFxfcasbFchMDuNK3JUpcj989E11BPH/p7DeRbeYFIyMZaqSqg23n9slZBtOn0igHYo721GrrNtmWmSQrAopcdZ1UctDHw7YB18nwym0lGjqh0oqRhl3eerVne+T717rVqpLIXKX7aQZ5ZtXVdJcGLOfOCp5KU0VKLQBJaPgNFt1rUXSS11Y9hUeQQEM20oAsAxAhn9v89L3hlLy+VevuSynvAXNw944unZ9ion2WoyX4kM52dKFZl3EKxmhLhgIjbMecyW7ap1ztEMdWzNSuVQoWsXNZCcChIAjuGF/5nWVEcjbh7kqBOPnwumqT3QZqBR60pFEkg434N2mCJqYaneuBMvq0NNr5Phjn/2+GPquXzef6y/y6f6DnaZxEoQWmF7IHC5x4JPSnaG8sSzpiZWwNUpkREavht6z6fUtEWCTjtRR7dLSBeG/KZnUxQMxnvXbxM/1vt6O4oo9ir3M9yH/uDs3Z8+rkODi5Sj8FolLenwFR76sL4cs7+W/uyqgidzizqqolyM2etI9+5XUdTQ4QZtzOaxBhOo6b0KRBK08HqkHpzH2flrEoKD4GUqvw+0uUFdJlSrEX82ljX/jx+9xzffecU/d/YxAN8YvuHp7IQbexy1fab31nzt+JrzwSZi22prWDc5i3LIUyOftVcjdClrWMDQmgph29purTTacidf81vjZzxOpRKSqZbCpVTORKwOQOFSFu2I557R8vH2nM8Wp+zKTrOorg22NbhW0fjeYlPpjn0W1sWsprKGz9cnfL6WuT1OKx6OFjzIl0z9BlLYlNfVjNe7GStP4HB7kQvRPVa0y1uSWUlp5DXKJqQbfAWmV6nUyvvF3dpw+tX5fpm1Nx6dRiql4QjPOLU8OpLK0X684wmnuKusMx6vpCUqHfxuDbBJQjvI+dGp7L0v35vxLzz8iEfZDdYPssKmTEyJTVVkIe4b8au1TnXMZuVPNfwXT5p/4uMvE0B9AXzhnPsj/+//EAmgXiul7jvnXiql7gNvvuzNzrm/B/w9gPHZ43jKycqQ3QgLrxNCBKcNzWjCj+9Ky+0vHj3g/tmSWV5wNvEtJ9NSjFLqKqFe+423TlAFUv7vVcOdBpt3dyrZKPIrRbsZ8vyN7ALqbkmW1zT3SnaDzL/O99Jzh8u7xU2VGvt6wPVrGYzXoeLbX9y9PpXZK8YeKyQAdyfMO3kr1ZH06lVDB8qupWfep20ro2KbCYhGojZRBE2xduii+m0IPgIGzBm6k/O6NtUw4c1WBue+SfnYnHM22HA3lx7Z3WzF3WzFbpaxqGUH/Xx9yifJGW07iIFrwOf12Qza+zupFjwukPLMos5LJp6qC7Dd5djrnHShmXicSbKTXnxsbfgHGa4/rFn1kaOaQzu0seUyGNVkqeyMKyvjp83MgcE0TqONi61MAB11P3ot0d5GFo5A/Vet6wGDVY9mH75CcEOq7YC+LkAT+piirEUpx3I/iABatzMkpadT9wJoZaGtNJ9vZEH92eIOL18dY95kUXojKvAbaAl4F/FeTHYdYFR78KipegFUZVGNe1txmE4wsjhvKU9kfLVjj1lKHGajPZDej4nA9GyUtHv8RbjUidxGaBukDuvHZxhPQb4iW3UATpuotxa7oPcmpfjuZ63VTM2e7w+eAPCd957zn8x/k58u73G19bjFXU5TJQLGDa2zWqN3mnTTa51WijZ3lPMu6XFRBLELSPIbDdfZAXZC157Zte+1RMM86TMJo4xBL4DiVnvedT/vQFBv7wTOaGgt6nZ0dSugcgbUsMUklnYXZAw0eq9pkzRiKAWvw4FmTj2zTB6u+PbZm9hK+nRxyuXVVEDn4fq9MK+uem2ScIm629ylxecxo/J4aMcWWyuSremYrZ/mfHz5mE8eSKvqtx5/QeM0Lu9AKuO8wqL4eHXGci+L7K7IaOpE/CQDXtSrcvfbi2avSDZynSGo2hcpf3L5mC92cx4MBd83TyVxrl3nmdcibSPrNHVUCc9Y73LK5aB7dsahUi8zEdT4PcDb6Q4Ubq2YGNet4XIt61ixzfixfYAOeDEQNl+rcJVBFSHxN9FrNdzPZpfQahflHmwmC5ZuvsTnLsgZ+L/Ln92zC61lWfN6SWj4d0AOeH08ZRzvTQTH9f7wgo+P7vDh4i6vFtJiL9a5sCKLjiUcxpxLiED9q+sJPxw+YnpeMPGTsXU6MvG60397/YpEOkeHmW6V4Nl65undfKTDxv2CVmU4fmUA5Zx7pZR6ppT6lnPuQ+BfBH7i//vXgX/X//kf/arPAuLm0Q7EUkTo970HhdzA0Wu/yF4PuZgNeHFsYSp3WAdTxP7C4nxvt+aA7s8c2uMmuifUG0N2Y0i3MHrps4DFkPIkx84azLHMKHsMWltmozIGbrlpKNuE692Q9cZL528y9NZI1hz66pUX/2u6TboZQHukaMYdddgl4jqeFjpWB0D0rPqD0ZVE/AwIXsAlQNP9rM0ddmAx+ySy8JK9i0rNUcHZyjktkoSrsQRQF5tjsivDxwaaqR9h05rRpORotI+VtX0txpiqVt3C5isDNhUWIMgEFYsOB15IcTCu0Nqx32c017K4icqzB0z38B2CCXEHAzvZCRsrVI7qMdjcV4/2ssPXOqdK5Hvjs/Cqw0k/UGiFWdfPqr4MtyTXoqK+mNPyXPtBVXi/Nb1x7Hywojt8FkqqhW3azYE0b5gNSnZ1ynol4yldifK1arrnHyZ1O0h5MTkCoNhkZC8yzL5T8W5GjnboJKgM1cCtxhSawKgDPKFAHWz4yikRZby9YPgKI4DLLfqsJs0a3pnLhvLO5IbWKd7sp1ztZLHflSlNlWCUEDgAmjqhdWBzHTcopx1uaFGppdl7QPLa4CpPJjgoB3IQVAcn9YOs0sHL9ZQ/2bzLtzNBF/ytwZLv3Pl/c3Ga8aoV1umz6pTX9RE7m0VmnnWK58Wcj67Oo/VEqCaVRzpqI6lWiar1tsu2VSukB7M/yFMkAcsUzlfwnPFjMciM9PF4XxI4dVWpLrD9Zbo0UWDX9nZFH7D1EzAUZIOa4+mOG49PqWYZKrEY7bBedFjXSgycVQfKHjzY8q+89yP+5dlfcM/Iurh4kPGsPuVFfcznhTD4/uT6Mc/enNBuk06yQCFyL8ZGzKM2IuPRFElkPI5OdiTGsjmWTgMAjULVGm7k3H6U3Gc0qOTZ+2fz5mrGq5fHmJskMs50rcgaGU9BPiXZq7huhU072TuylZBaYhGtNby8POL59pQf1t3zliqq6jbjXmBoR0Eh0pFcpkwuO0ZtPRMJEJe6iB9L1j7x0FD67Xg/SdETx8mgM15/w4T9Osdu0q4KpJGgSLkucDG9CpI/r2RpcD07opBgH2io3WKCynUdBvUHP7d0xAdNxE31bYqckoBm6KPUvz76hP/J9M9Yn6d8VIvTyJPqjI93d3i+m0cMceHNh62L34C1mlWV86Kc83WvTp+qlkU9YtXkUfrA+cqTVi7aSDkneozOdjIGymO0VNMVcHTtSUc9Ft6vqlL9ZVl4/ybw73sG3qfA/9Lftv+TUup/DTwB/rVf+SkK2ok8/eH9DfUdw9bqqFmTpw1KOaomYbf2ae8yJV1p8jcGe+PbIQmx1B3lRMov8cJLoJ63fO2dN5FtAvDZ6pRnb45Rr+Q7sqUmv9A0RUo9l+/Qk5okbRnlFce5rHjvjq55mN8wNzsqXwp5U894VR7xqphy41VoV8WAfZXStPptrF2rI61XrVLStQCrw8ZQTRVtqknKTmE7UUoEIHsVmZjNhbmSOMxRTamlGgdEqiq9QE7Ko2AHLsoT7EqDrhOSJeRXITU0WDPgJjmKzEmbSVKS7DtB1L5ye2AwclSTjSryrOuTbHc57s2A/EIz3Pj3NnIu9aSrythcGGO66RiBIaPSjSNbynfki16lsXeP21RRT7q2kykkeEq3MrN1GVafnh5RZdGN9YrvXTDvtKIeacrjbtIFKn0dsruRivY8UVhxB8pJBTNUUZwWCYQ27641yxrujNZUbcLal+Brk6OsVCz7OkBOK1zimI4k+0qSlq0Cm7XcOZFg5u5ozSipWdUDXq4lWLi6nFLWmbR6e4uHtPRUrwKlJSNt+2NF2FJhMUmWCY1TVNNOqO5Ovub9/ILRcYnxP6ud4XV9xMe7O7Fi9mY9Ya+zAxq2Mo7RqGIyKKmDlc16xH6VUdRdQpKuNelGxkvrr8EmKrbA+i2i9c2I3+frsWr63z35Me+lF0x1xUMjmYXJZIHd2YyRX9zvJCuYwbP5KX+4+BoAP785Z7X11PGgwt5qXK1prcJmgV7naMaGZKMiKNkmXRU1tNSVk8r24KpXqSsVttGdV6ULga1DhSHq/P9sx8ILbX6niBUn+Xuobh0GYgr6RVjmkz3/o4c/4usD8cIb65KrZsI/Wn/A7z8TraUgYoiCmSc5/Mb5K+6mK67bCTMlWd9jU/Kt9DU7+4KfDyUpy3VDoi1v1pNoPQJgjCVPWsaZ3PdJVpLphsYZ1pWsx48nN/zu7CnnyTpWGD4rz/lwc5dXXnG7tlq8+BRxwNp9IjIHjuhiYBPP0nQda040uvylRbkTmas2VVgfaRwfbRlnFS+uZzSvZcKnayHm3GZnhQp8M/JJ+dCRet2/UM2wmYzpNu2eTWSXNkQ4RrnNWI4HTKcF35oLlOW7xy/Ztyn7No1zL/cT86Ya8sm16GKtkgntIInAfPkSJ8zwEFQGHcKkI6XJNTj6/ngHQX2/UuV6FVOQdcW9rVsoL1XRl/PP9u9SD77gVO/4IJV+/8Pkht8aPGV3nEddrcoZjHIYLFsrY+KT4g4fb8+5LMcM9RyASVJSO82qGrJv5L2N62xdwp+t1TSNzNvAkgzkqn68EIg0pu5VjX8FceMvFUA5534I/N6X/Opf/Mu8v/sgRPMF+KsPnvHN8RtGuoompOfJipkuGKiaV41k2j/YvM8/vHiP19cz2pCNeLNeXao4KaxxqFTKxVFXKgE1OBzpJ+mWs7MNH8wu+fBMouAXr47Rlylmr0i9Mq9bGcos58VgxMvRHIAPZ3d49/iG3zx6zqNMypLvZJc8yq7ZjnOWvma6bIcs6iE31SgGVaFqVa+yqCGVLTsGRh1wWw1kKG9/0GVut+/jbb8w1Sq0tqSne/bKCxoOEmnptb1AK2Tw84pHc1+qmi95cTJjuxpIGR4pwataHYiKBSsGXfa8wbLuc6MGTq2py4Rqn8bPSxce/1WJHgpAPXPURy1q3JANZAwkicUgi3d1LZMnXam4IAZKebYSDI9TXeWnzeXZ24yIi9CVoslVZPQlyDUEaxjwm7BVh5Y5PpCqJor9vW4S1RMRf6xOukqdThy21uCtfMQSSIHTsW3mtAR3Nu2egbWaTLec5VsWRzIAnhwNqMqEZthlrtHDbtbwzWO/8AwXHJk9D7Ib8cxCcBhPqjN+sHgvblrKWNqJxaWq00xrEAsaQ2fvYaQaqptu0VBOVMfD+WY3isFlQjNI+HgjnmQvz2fMR3vujNbcG0r79yTdYpQwZMZJB2ZqG6G2x2GtpYWZaBslTFJj2QxyrFVRwLa8zFGN8UlSdz8FC9jbBBxQazaLEX+w/gCAf5i+x2BQM84rcl9J3dUpuzLDOZh6ttbXjq74zvQlx8mW90aCd7koJlxdTdBv8mhH4hIfgO4VxX15QNO7G6aDktZ2pqZlLbpGTZFERqQqNS5xUVeszfBjU6F1mJh4xi2HlQZJ5+O9PLBmCUFT+F2PNSUveLuSoJRjagreS0Wi5bEp2fm/f3gk6+JVMop+YtNc7tOuSfmPX3+XdZVHgcR3xjc8Gt6gcZER+sVuTtkkNK1mv/b4HK/htE4cV14+IklbkrQlT5v4XdUooXaGU7Ph3UQS339p9Cn2GF54+u8/2H2D/+ebv8LyZgyevTWalqSmJU1aBonsM1o5iiZhvc/Z3fgq70VKslExIQIJXpzWuKTbPx7PbviXz37C5b0p/+X5NwB48uaE/Sbzhr2HQUTEMoHkZ0r7Z+Sf98D1NA99UJX4ipFvZQJQGpabIa0Vv0KA8+GGs3zDO8PrqLk11XvWdsiHu44pvjLj0E8TNhtgj2ra0pAsZKKka4XScs02BDq35FVkkPjgz3ZBYF9zrKuGujhu+2NNORlnz7eyl/9fNr/Dv998n8y0jFJZFwam4TjfcZTuOfK6NBrHQNdMTEHqN5+H+Q2lTfhwfZcfL0WT6yTfYVFsm4ydFyENzEjrmZHgFeBbzxwN3p9e1iEpDpnISSESQeF6+2LOX3b82pXIQxbcWEPtDMt2yK6SG/zGzDhLNrybXfANL53/7ZNX/AtHP+EnxUM+2sqi/XwnehjL7ZC9r1SpTYLd69iiAtnwXaX5/NUpnyOlZZO0nB5tOR9tuTPy4m+Pa15MZ+wuxmS+ApMuZENtxorGbzyrRvMXNyN+ZB6QpPJgs7xhlFdkpo2ZQW01RZWy2Q5oVh5T5fVkhrsuIGkzaCZQT2zE9iQbJZgW111H8Mrqg0/jLdXhWhX1JsONa7K5jIh2WouomAUVq1eOtjTMj7d8MJMF8+vDN4zulxQu5cZHN8tmyHU14rocc1PIwnOzGbG/HpLcJJ1tR5gvSXddZpGg28RLIPggJXUUdy32qGZ+IiWlR5MNw6SmcZ0U/75O2ZYZTd5QzuSkq9SQHpekWROtN/aLjGRjcNrRevDlcF4w8Rvi0rdY95+NUa2imvoWUaGj/EF3GGzqN7lbSrrNUNHekc8cH+1pW02WtIz9Zlw1Secd5jPXNguZLIRVSWjKXpTTrztVmXBdjpilRRyLl2djtmbIweHbF4NJyVkuwdL7+QUnyQaD41ktY/un2wf86OY+X1wc0668o3ypxSS1VL3syy8eu97i4ZW+RVssBFCOZpB0mK0G0pUjW4IKondvZtzsjrhR9/ixb/O0Q0c7bzi5u2Lm3QOsU9jSoPZdAGWdokws122XNVqrRD267LXInMKFwLO/nikO5oVqgcSBdtitnF9yNaDZK5aqP1eIlPqlL3T/YHzOH55+wNm9Fe/PJYAaJjUmtSRbReYL2CGQ1xWUZ75CZlrOh1tm2R7rv+T1fsrz5kgETxedPlwAkofzvw1sjZp/rtu0fpUaclwnnBMRzbZ9qwKF11GTf8N6P+APF1/jzzePABgnpd+kUtal3JTVehTfftlIFcHVGr0xgo/y8/2JeSTBeHKIR0OJ32ASBBy9WntfMkT7NkqdwuqePMj2A8VNMeK/UN+OfqXfn33Gbw+ecteLd/7W8AkfTu7ykbqL9sHYd+684vvzz3k3u2SmPU4GxaId83Fxlx/cvAvAR+M77FeZYKF8K81UUk3WTbcGWKd5kN7w/eFnfHcohvI/OX/IVT2mtCmJj75S1WKdYtUMoxfedTHmYj2mLNODuEQDrlVxfNoMj5ckjgNVK6ptxvUq56Y4BuDnVuEGLWZaM/Sdg6HXT9wWWQxSk+uU7EYS38Cvyh5WjM5K1nN5TflCyFJBADk8rwAij+fr6IKn25gg67o9xcm/Ra+wq4CG8VH79trlakz76YRsqbhpu/cGQd2YjCcSaLpRSzaT9eP98ysejxdkuuFyJ/HC6/WUNGlpraJqZP+oaxPXknC0jaHdG/ReR4HVdCMC1umuhwMtrId49MRE/2kokf9TPfzC+MOXD/mH2/fRl1l06w6KrM1ZzeOHsoj9M3c+4zeGX/A4vWY0lYFzN5+zqEdcz0a8mMnNfH45p73O0UWnkqxaoFXYbRKrPulCsWLC9cRF1fHh2Y5hXqHubNlmAdtkQENyWvCd+9JzPcm3PF2f8Oz1Me0r/7qdYtUC7hamxor7Qd4rhzotwPHatzHbaYseNaLw7fWX2BgRm0skOwVQVmOKnjJ5sGVwXUbT5g5VaOxmQBswYpmTk1AuAg9BQaWpW8Oi8uBwJRvwLCkiw+POcMVgVGNUV0Z9Wp7yw+NHfPLqnPpaRnsAnLYDixsGBKmjbZTcE18BPDre8v7xFfeGwvYDWDU5z7dz3qwnbBZyLmollUCXOALUSLWKOktxTpH6wDW/u8XdURgjBtQg4nuztCDRLc/zOQCf3gxolkmXaeZeNbzoZZ9Nz7w1tLk8sFd3XUgGaYPJLfsqZbHwZbSLnGyhSV2ng6UrWcD6vnK2D7gMC8su5enNMctyQOp1S9pWyzkEXyqIwM2qSvhiJ9f1qpjx6eKUq+tJx5raSYk6rZRntRBbcmJbIT8Li0a6t5hoIWQJwnmqx2rTJ0nEtkHXKq8nXSUoW0K+6N8rRXmUcbM9oXwsgaHWFpUINi5W1LREC1WV0Ppr0HvD4EqTLbpEoRlCYIJFcdEWWsNBm1Q3kAwaRqOSXeLZr4thJ5oYAg3/XGyiuvbkXqHeZGyfnPGD+3KPR3e3KG1pBo5MB0wNUWU+bL7XFzOu38z8nPTjp9Qka83kSkXl8Xhfe9g2cSzolPCDq320ZIFDccxYIdUdFi8qjPvgqbHQ9jKEEEB5sVjdwHab8cfPHtO+kg0/2Siq84bx+Y5tr1JjdqqDAvjrx0nC5PrXUYc2dRwCPdZhb1P1G2aoXpjKb2KVizZam/s5m10On475wlec/+v597CPC/7ae58D8DePP2ZiStJBE7FqibIYHIt2zIUP+DbtgHU7YNPmJD7SNomlTh3O9rJU14HKQ6vr6XLOf5j9HufZJt7KFk1lE2prooVL/zj1cI9EW1ZFTrHrcHYmsRhjqZskKqone+XNs4nzXZfS6scqjMfaZUuFqTS4FGc8GSKTwMOmxLUyXSsxZm7BeJ2yqkw4Gu+Z+zbsxSzD3WQRWwlEPJS6HQT54KkfOMXjlg9j/1CtV3ZvNWNfbdrmGVvruwf7EKDQVaRvYcraNKEZy7rw6YMxn75/xsOzRawyLZcjXKU7HA/I2hk11cIHKVQhemwBDpKtHfnKkmxbjId16Kr1DiDdXvsW3vXW8esPoHxZsWk0LDKGr3X0UFMtArx9kXH1sZTp/sPzu/xfH+x4dLrgKPN2LDYRzxsUhY88nVPoQpEt9QHrpTp36HFDGwxCN4Z0LQNy+Nq3COYzFscWO2uEJQHos4bhsOKvnL/mXzr9KQD3kgXPjk75g/HX+Zkvc6/WI9rSCKsibAwOmQzGxQAizRtGg4pRXsXNsmgSFpsh5fWQdBnYMD4Tj3YbslmETTl8QahKhb65OpHdUb8YMLj0OK6aQzZbODdgkwz5YjwH4C/e3GfzegLKkXig/ny243y84fH4hnu5YGwMlqN8z2BYsfPS5rqSgd8OBfwJ8Gi+5Cjfk+k20omnSUHjDJflmM+Xgou5vJqiLjOypWbigbW68oF03rMzcVBvM5xJOxHOicXlFoxju5LM6gVzUU0e1J1PWClyB9GYuBGlejHPlZ+lO4subWTThUM3okysPNX7splBo0kXhtGlvHBw5UhKS5OrKLGAArP3m8KBh5mvPoXr8maZxT7rKt+LjPzKRJBrOFQLO5PxxVye2WIzxH46YXTdO+HwGZoD+xBT+mqTD6CS0nkj4d7GXduuPB8/R1qOzVyeoRo2bAeZtEXnXWRZFeJ3FpWOWwn+TKFidc4krRAQ+irgtnfut9YpXTt0HBNKmKu2W2R1JQ/L1F0GqVpHmjXcn60ox3IDPi8NuEyqbxFThrQ4EiLeRdeKbC3K8jp4XxZTXOrI9733OnwVRcWTUVtDfmnIlh2eArrxo3ttkj5bM1b8KovxwY1qfBskZPUArmeTEcaOcrLmaHrXZQ/sNA5vqOo2qkbWS2d1DBbyGwUqYevGJH4tyq8U6cbFOQlSkQ1WRmGumFJFV4BOJFbGXbrtGWsrT4BJVWQi21x5wWMV5/bEq1Sv9TiOqdFzRXs95I9efwuAn3/znJPhjqY2YqKNJOU/vbzLvkyp9jJn3T5BtQo3bGMSqa5TMl9Bizi7HWRLEWWtPOZxs8v5o6fvUS3zzmDaC72qtmuJq5icObSX7cjymv3FiOEXSQciP3JUfi4F5my2lO9N9o7Kt5equaJVYKY1duwV4M8MVBpd6W6epyInoRIXma3KpiQ7L4AcZDCuM17vjmOgobZJlI84FNK1MYCXN/bG0m3fUG4FFw4wh0NP11JtS321fpxXLMeOZty1o6MXpO3NnVZa9alfQ+WzFLtqzOdFwnBaxu9Ue/H9e0vypweMVVbFCnxIBJLCiZvFrkXXfn1rrFTR2g72o25Vs24f+pf+9qvjq+Or46vjq+Or46vjq+Or463j116B0t4bbTysWOQD2lxHLaNw9Ev1o5ca+2bCi2zCU4+xcIlkuOKH5yPUQtgtIYsAT1XPLY/v3LA+kvTmZjahvMlI1qrLAlai5dKMsmgSW08dm5nhs/SU31eS9dwfSD9+nu35zplgtKoT7/3Ui1QTbcl0Q67byJQI/fJ1PYgGqy+ujrAvhowu9UHmqtytqhG8hZMIGWrAZJyebDgaFHxiz2l9Pzxmjz2wpIggKjaKCOR7sT9i9MTLH2jPhEhHPM3P+GTyLvWxz45nFdo4mnUafQmDbo7NNNaXVvOk4SzfkumGpUfH//n1Q764OMa9yck8m3K8k9ZA0MIJ19Zmki33dUHaGsxaka1CZqHFDuJWgmBTRTWDwotr5mtFtnDk0ay5Z4kTnte+QVViwOqMzzQ9pd/URHFV/SojWziytVSd5IVdq8n58rA1RHxBqBCKzYw6MKEFRPjQEjER6UoMltNNlx3qRp7Z/oGK4FjnhFWj685Wp5456rnYigRma7FPMc8HDF+qiG2yiWRlKlWonmWKbqVN5HqlL8EKyb/vnK+YPiqxTsVq8MA0vHx/xsV6wnYng9GWRqqxiSPx723bLnPu/5mmLVlSUfjWbJFm1FUm5qch0Yxzvccs8vdFMDQhS4Vik7OZ5DyaLgA4/8aG5TtDKtthI5RyZLolTxoS1c3Ll8sZqzdj9C6wfUUOQwy4wwOT77EJtL4Kp1JLu9W4tTrAHlmjsBOicGozkPeHak22cJ30wG2zYIhjESwEYc1YEfByggfrRmj19SoHfcxK290npaVat/cVEacNzbSFzMZWWn+cBtua7WNH8v6GB0drBkn35bU1aO/LBnC1HbF8OWX4PImyDajAunXUnoTh8lYA2KXGTeR+fnt+jVaOHz4esU09kWSt0RVkK/n8y6dzLtMj0quEzENA2jcJZaXIdm9DJ5qhiTjTbCXrwIHGW+FIt15OxQ+yNG0py5TsImH0IrRwg1REr+Vku3Vrf0cmY3Gek68Vw4tuPypqhTWGdtJ2xt5Jhwk7wPL5Ku1w7CtaR81bGkdGOzIjim9B7Hi3Mzhj5ByDlMlek1ybrgpf9w2Fnb9+S1K0qNp27biIe+p9aV+frD38uWq6KrZu/HXXOrZOf+PkJZPvlbx8d8a28Biw1kgHp9KxrSltcuXZkqHVK2zs7HnG3vuB6lGDzSyqNgf+mkE3MJy4sj3/wp55siml+qTqUELkLfzgr7J0+bUHUGkuk+T37j0jf9Cw+q2cWSJPNtc1pU25rMa82BwB8OpmSnM1JFnrGAQ4qyJjKJalWykZi+6O3yhyyMcV3z97wgcDwTHVX0t4WR3xdH/CRzciynbx8oj0Ter7xwFkprBvclYvMv5RLi0nl0jA5gYWPfTSC4OaPG2EReJbc3nSkOoW51QER6/LjPV2QL0YRDZEtpJNwikBk4OwCcPPO48vWfwOmHS3Jh3Ao/ECHsHHjbjqNKM0Ajf7jC6bwmBacsezptYnOS8f5rRDHUvappZ2Wn4jgnYANhuCgnzfbQKq8bgNp9gruYi/uBryF9kjaBXaGyynK81gx4Evn82gOnY0Yxf1U8y4IR9UNI2hfi2LQrLT1Oc11Jrs0t+7hb93uk9Zlj/bvId38XiNYAgsCt/hl+F9WsRL6UrLaHBaiyF02MeaDksTNnJnVBR1DN/vjMKmwq4JG2897uQL4saUWo5mW4x2LBJv2FwOqWpRK++ev2chThvOvAZEalq++K7D5BXfOBa84AeTSx5lN6Sq4doPqB+tH/DHyTvs7UiUlvHt4AqSQvVK5CYaLx9gVlpHciMXdjWdYE4s06xkksqcfWd4w3enL7B3FTvfgyltwqbNuSrHkXZ+tR5jUwGLRxmDQctsVPD+7Dqy9V4XU56fzdiXGVVQay5S1CIlv9DdzfMdtDZ1mKwbs+kXGc+LM/YP5Zw/OL7i7mjF0NQMPZUu1w0jXTHQNTrgYnDoe5abD8Y83ct8/2x1ytNXJzR1jgnef4mYzdrUMfVeku/MF1yej7lejTofOSTIVdphvNaS1o6qSDFePkW1inovCt7a64XpHgOoW9t0D5sRqK7SskP32nphc9Ndy7EbzypuqLp1JGnLd+6+4vQduYZUWWqn+Xx9ykfNfX+thvJEEqR65rGH93c8OlkwTipmPog+yXYcJzuOkl0E0b+sjviL2QM+Pjqn8NpNqlaS8B7VHB/LOD4Z7RkmNRoXn8Xvzp/x9fw1f+f0Q15WcwA+3Z7xxWYeBTJVY9jfDGW9CqzWDM9ypCeL4iTh1sTAONkpkpC0heFkIXighbVjNio4Ol7wsbvD1jOb07WKAVNfVwvk3wEHiZJ1aH/e7cDtUM5F1R32rq9MHw5lFXovbg47Jfdu6wG1KulefFtQE4QkI+Qdh7eMo5k3OJ0w2Ie9zUUSRVzbfBDfNwT+UibnLznEFLt/HQ6917zeyVqUmYazwZaTfEflF9DGGiprhMHq3y2ipIrW6gjRWe8GFIsBZpFgvLFz6xR4vcFIWG0UHQHLrzN+nzxwd/D4LtXYXnvegVK4pHcV/6RCmv9UD0XMAmfJnt+dPGGsSwbe3yX8WTnD7o4MnFf1ET/f3+Xnmzu82ghVc1+llGVCVaQ4bwGhdzqyPbqbBG2reFkccScTHM+J2fLt4Qu+OXzFdyZSCfrz+UN+fHqPzeUYs+oYM8rT3QNmwxQioGcqg/Iz1OkhtWcqhwzHpl7923Xv1Q2kDeQ9fY5m7Ng/sOjjipFX6C72GcWzkQh+hWi+VYCmGXrsiPF6I6qbxNeLCS8GRxznO775nmi73Nwb4pyK2jkgWQvAu0fXvDO8AeDRYMEXR5csqlHUYtnXKbsqFYBvcP+uDGwSsmsde8OqFaZLm3cBX/46kQCwF+DaBKq5oz5pIkvweLrjKC/Ik4aR30DHpiLRLRfFhE9y0TYpq4TfufeKo6zgopDJ+GwxZ7fPMInlaCwL+TQv0Tgqa1j4jGz59AjVmCigZkrJYk3l4rklZWe0GRdUv8AUZ4rigd8A91KxUa4D1TotAVSbdVm68+w75StH4Bf3wHgJe6yCcVbzYLJkN5Fg9vlkRlmnopzsabiV//MbZ9e8P5ZgSU8cv3vyjJNkG5V5A+X3phnzopwDsKoHJGlLMXYxm9MGjJETiMWGFGwNJumsUVQrlPtQqW2eDHn9YsCLkeVTj7n7aHaHQdIwSisyn+FkpiHTLaOkYpLJs75iLIrJfQxHo6n82AoKz6luSVRLZZOYue6blCejY+pigulT+VUIRgAAKeZJREFUxR0kuaLtWUFlS4UpE5ZrIUb8YDqH1KKzlsQj65OkxRhLalqGXrl+PtjzzviGdwdX/O70KSAaV7s65foi66ygAnbDdnHw/eGK3zh6ib3X6WPt25TLcsJ12c2pTSHyDPXUM4amCWUh9Pn4bLwKsuqBr3XjvOWFilUp1VqfPfQArxH7GXeQbgPoyR5Yo2hbTWNNrJBPfLlvO8z5/Ej+XpFLYaxHBmkbzacvzrCNJg3dhFHJfLTnKCtiYK2VZZRUnBxtuQraWNtU8EiNZrkSEsZ6OyDPG8Z5FaUsnhXH5LomVW2k7J8cbfnu9EW0mnpezPlj85jdZob15JXjB0vOx1uGSd2tJ0lFqls2TcZHN4JbfT07jkziULkwlRCCkn3nMpCblt89fsbXp5c8fSR7xaoc0FihwZhbFaHWb/rgGaZ1gnXdmEiBokypVrkwxvFG2QPB2oRKZZs5XOowO0228IGRf32/IhIU3W0CrSd6JFu5BtWC9cHc7O4G7sLqVO55/TwlXygP/MePMY1yqVjyhAA+BBkHLLzw5Y4DWY0vEeCVCp/jaiFr9tViQtuIE0RIKpQSbTCt7UHwBZAlLZmvuN89WlOM91yNJ7Q+INeFxmY2dqQArPb7f/90bGfa7Q4SX/kvAuQjVq/bewnyIr/g+LXLGFQrryS7eMDGUzaCk3LiW15DU3PkkeVTU/CN4Wse5gsuZ/IgVs2Q0iZsm4xrTxt9sZqxvhlJKdBnrmaraXYZ//j5Y/7s9QMAsqThfLzlbLCNGWmmG94/uWYx2rMpZYLu/Z/zURFF3+rWcLGcsLsZkIRAqwDlJeEDeN1E6j7RRqaaiEK0GjeMZ7L5PJpuuD9aMUsL9r6P+dHinBerjLJKol5MMwwTu8u+6+Hhg3Wvcz6257GVB3A22pLpFq06B+9E26jaelHJ/ZwlBSfZjpNsx+3DYGl9ireuB3yxnfPsZs7m2rPmSmGNuUGL9hpfzipcKXT1UKmbTAseTDfcHa7jfbdOsW9TijZh5d3OL9pJ1NOJC49v75xlG74xkkqiPVG0TjMyJScmZNENO5uztoMoefFfFRlFPerQflYWmWytY0k79XT+vohcKPWWJ2JdARLc7puR6EYFkbZUJmU7cLSjwJoCm8qmaGNQTXx20Zew0NzshswHe05zb1N01GKdjhsAiDhc0aailr2f++co9+SJPYn37qYYstoN2G9zuf8ggMxWSXV17a9360j2Ap5P9h14OQI6A43bKNyZiYtsulbk16CsofAeVWsm7PdwozpNsDaH+sjC/YKpTwya2qBKjdnpmPG1DhbpmL9oEp4OZYNKTcvFesJ+m8Vq9XRUkiSWOu8W7aBJZsoOaNoMiSKhk2dh4zE+OE57woL+mRjY+Dm2GMGHx+/hHhV855GomH9j8oZH0wWXZ1MaT+03hQeiOsV6IWvPh8M7nAx2ZKaJQV9lDW92U14vplQ38nz0TotIaqjAtYfZMfisvfaCpk2fmWff3qRuHz1AeTz8/XK6C1yVc7SrjJ8ld/iRrza5VnFyvGU+3HcxVyG6OapVqJuw3uUMV7LWOc90bMyYiwRe98R0m5EneWhQ+9Du10KSUaYDL/sK/DqHN17GYPHekB/l91nuhmhf1Z8NysiyBRiamodHSz57kJD4zfjR0ZK7gzVDU8W1w2BJtGVsSqojTxqqE9bTAXVlDhLwdKPIrzt5hqvtiIujKeOk5D2fuDQjQ20NjdORTRyOfghQW8OuSalsEuEdrdXcpEOuKoPNfFI6UNStbPCBwdgOHExr2hnsfLCdrKUFp5uOXBNEWm3ag7JU4nigVCcG6YD70zUnY1nfnw2O2b4akN/oGFSrViNMzS6ACmxTCehDO+xL7J4sBHHNMGZDYmmHFoKQ6pucyVPd+YjSjXvb16FSMjd3I1geyWvrOzXHZ2vunqxYDGTv2V6NxMKmx+SLF3wQad76vb93Ik6su1wD27Gww+uS/zYFUBD7nB+/POfjP39EdnOI/3G+ktN4vFNz0jC7s+Hh0ZK5LxnnpomDOH4uQKMxqyS2l3SlaEeGohxGfSe7VTxTZzzJOuuRZia4keGwYuAz0qPxnmFa83C85OFwAchkvDoZc/VgzNpvWvsmpfZZR9Sy8Zt/ZgRnAaIpM0lKpmkRsz7rNPs25dV+ynUh2cFiO5T+t+pVKpCBlu66gZ1tLbp29PwscYuMy8UJl2EBtFIyd8YdsgkcmJMyGiLvypT9JhdchN+0skyywqO84MRTc8dJxfFgx36a8spXbGpEVM5MGu6eLgE4HuwZmDq2NMNRtYbrcsSylHt3tRpTXg9JViaaSyrPHKynjiBUp1rFn76e8KP5/UjFPRoU5KZhkpZxIbMoqtZEM0kQ7E266VStlZOgN924eD8lgJJSbl97q8017djx7TMJ2nZNxpOBbPTB3uc43zEwDblpWHvRu88WJ1xfzESyI85ExMDUEgXzVK3ZXI/46T5jNvUeW61htx1gm+55Ke1wVpHkDZmvomyXA9JXWRQEDGNEW5j0FpQwRRJ/zeF6k72n8BZecDCw8HqLYztMaUaK8jxU4KTKa/buoAWRrgUr1m89tblisxyxeCSRo/KeZcrSazkJXmqzG7PBy0IkDnOdMnnRWY8s70yo5y1J1bU1wzmEawHYnRuKU+elFUIARdSPCmKYIvhHXKhB2FCjV1A9H/LT5+8D8MkHpyK0qboAONmB2fu56Q2rnxXnvFjLGO5vbspBWsDIs+BV43BJxzYLLLVsbTF7f48jdZz4LARzI7IGB9WB2z53Ifi9bSQM0sKqu80NoFwOGH7usXdbWNwfcP2wiLIYo5eGxLfdO4yiYFtsCvgYP2b8vfvkjAHMW6xWmVddkGIKYcXq1qGDGv3RmEUzYfRphvI53UpI25Qnch7511c8PFoyHpasvObbz17c5Wfcpam7wEjobI7BccHIa5JtdzltkRxsvLpRJDvB0Iaq8XY94L9+8jXKdd5R4wNlvlHdz8KRWcZz39Yc71juB6yuxxDEG8cNWd7gWh0FoEWPzdP6XehWKFxqOTnaMrgb9gpFcyuxBDDaYp1iHbz/XkwwpYzFwG5fv5qy3+WMPLvRGJFxENiLT6xLWQN13VXmle0lVf22vr01xsB3W7r1XpetsJAHLcORd7xIvV9kX1LEw0uMcwdJRGiRRnX21xmrByfs3t0wn/gLO4XdaoArTI/ZG4Z8v8faS1JiBc3/umdxpHSXgQQ1rP/WBVDOl4KVg/xKM7jsym998ciI93mW0ubHfD4+jgBvm/mStQ8OAHSlyVeSQSR+Y7QpFPckkOgLaAUrlMGb8MUJziQ04xErr2/TjB120vLyaMaHIyn9DtMarRxG25hpDpOaITKQw5FoG3v6/SCisoZn2+MYQNxsRuwXA9Q2ObjwbCVYrAC+zFaObGM7urZz0ZKkzb2Mw2mFswpzlZJf+4xv7SspvXkeBuny65IJAZjXGUfPBGQcVbITxWYAizH8fO4H1XGFSS1traNuVbIx6BrqRnGVegNfqxmmNa3VrAsJKtabIe0yJV2ZqPuVVJB7rFcEArei2J0UHd1dV6Kq7vSEvZPKxzYhAosPdEScgFSbU1l4zNIwfK1i8KAbUZtNChvvoSmt7/331HUVWJOhRi3/7PHHANxNF9T3E8a6ZO459pUzLOyInc35rBRMnXWiRVbWSdy/6tpQbTLotQt1A7YwNJXm2iu2q71h8Fq8GvtZkzOwu2/ZnvjrukoZeWB4/5y7c/d/dVItuA2eF2FPFTetOEp75WuXauqJBNsATZFQ7lNpmwVBSQ/4bL0WmjxDvyjvifpr7VijCxXNW0HeJ96KOoJmXW7jGA1VivxSYQoRZg1VwyhFUXfYwHqqsO/tyPOa3ZUXgTQpyd7fg4D3atRblZruOx25t1rZDSfsshHpTUKy7gKydOcojzqlZ1WrSGA5pOxLe6CvJWaV67WNJBgJG4acsP9TEzdoF5fz3qGl0qvCMws/67XsAMGlhHEdgi+FxxKoGFSKHhU02yRW19OtjJsAZQCphruxrK3hnJNtV7Ht+3XqGpLqcKMNlZb+OuP2ck/iml9rVKUPWjG6lvEQko+9nfHRXAD/uSelBN2pvuxCOJfqKGU1mvjrUuSlrx4HkdhS5ATSnaPobbzl9ZDJJ0mPvNIlAbc6eNjUsD+XifHF3Qlmr5m+6vBO5TwVBwPdSYqEcWyqLhnWFVSblIUeRkmHzFfZjLYHAZRCWom5b39uUwsYVEsHaXmdoF4klEnwt4LhVpEtiBpl6daSrlt0H0T+ZQr2fUmN/uECTtePbSdzSae2O7dgb2R6H9mDM3QVUtXhlfzP0rVj/IVi3054c18e2nhWkI8rSpXivEuJjNUwv1388Nu+mYJT1djWiQdouAZnDnBwv+r4tQZQToMZBkClpR066pl6e7GvunaYah2pd5PPb/o7hP9rL0BUrSyoYcC2A2DSkI8rdrnvm64S0S3ZdSyfgNBPV5At/GdZBSqhzaZURrBXpZYHZHty/y4JfWjX9Vc10dokZloeuBtVkIGslXUMBZVgbWlGjmQnYmhhcGcbXy2ougwy+KOFoPL9h5ckyvJxek7t0YOq9SrArluwIpjOOpw3yAzAbpv2onHnPe8KyBZ+k30xkOtqegB3D8Zsc0P9ytsJMGVtu8UMxAc6sqZugbijbhb+3mYeCB7GQG9DDcFxX026D+Z0WvwES6/lYwppf4bNMylF/0PXNmoghczpwF3c9/5drVl7JPjdVNqEV82ED33rQ4wwjyjbpBN42w9YLka4XRL1Y3QNWaGi8zxAeQLOeCBwT0Ms9Ov7LMS3OjP+dXXWiRc2E0czsbhxSzbuIpXqasDoi4T8uruPJtUkRmGzgKlxXQITAigjIPi73mvv3njF8t0h17shpbdOKIuUXZFArWLrnKZjvYR2pSpV1w4KbdIS7FA0eiL2LLE0iWWTJV3V0AobJ+iaQZh/inqso/9cNYP3717xrdkb9g/l/P78wQNuViNsZeJ4PxCkDAul1/WRDToEkA5Va48r8efXyhhtRqBGvmW9Nzhl4rMDYWQ1I3ld1DwaWJxxGE/KGL3qWvPKt+eN7cKl6GvXrz7drjZxOG77wVQ4nFWexSc33howXmB3fx4iCIc9rRmMK0pv9FiPjWxGDmqZ2uwf18zubDgZFrHKe70ZUewyMXGNRu+Kdp2SXXUJk7KyXhZ32qiXpE2LbY1YIfmxMhqXlGXKrs2l5YsQHgKjGGSP0FdGvOn24drl+Yj+Wu+WGC+U6gPSbCVJqbTAiOdmClHkD2ulSSxNGCPdXiwbbJ9U6jdma3rg8EJ36uIh0NzJgxHdK/9xfb23cG2FIr1O0K8SilKCvjKsC72uRDgvmzoan/gnldyPwLYG+X22U6SXh+ubBO/+3+2tcQYScGsJvN8Clt/2xws/C8xGJ2uubRTT3D/rxwuuJ+OIhQvXoBrFW7glhdeM8/dkL+tmfq0wodo2z7DjjkEnf/Y+y3XjLlbkVe9P5edOiD88yzVUfOVnty/y8Pi1g8i1F9W6d7zGHq8P7llrNXUrdPgALi3LVMqtlY5eQ7oKo7gr05lCMou+VUI9gWxU8ehkQXom31u2CWWTsK+TiHPalyltITYTQfk16VkV3Gb6mbJrhwTJBdV2mXf/CIubM05E5BI6L6yhp/ROHXbWpantTQLo3mIhjt1vObH3vk4rx+lgS3XXcDWRBbCqEiqrUIroRK61xVrNfFjG9uL6PKf4RoK1XTRinZiculpLuRrAKnSpSVddRc81RGZfuO+m6BaxyLhLFdVYNvvAVGlzsCOLyyzKt6Z0aknTFufEVDN8rwkgVh+QUBpZpOouXYh2ErmNi3F6mVLtuiCj3SkfaPduo751X0FabY0jucz4Dz793Xi7N8uhGFx7GQez67wGO6q7Y+RL6KFqGDwFle1AqsUZpPOCo0kRfZuqxtDe01TQtYT978ajkqlvQ+zPE9y3FZOsjsKsuWkigDaw2kpr+PHoHjfNMWGl0FUI6LtkI6hi99XXhcHYiRqMkoo7gw31xFD6rKeyCY0VQHLhGadFk7KrUzb7nGLjb/w6wVXKm7t2FTM1bDg93XA6kpbowDQMEmHMBVzgVTHmyZsT6i9GkSWrK8EitTlxMW5Gjk2V8aacRED7/emKcVZF4G84Yu3Z37t+VTkwhLZVxs1yTNEOyJIuEG5aSVwGvjWRzFp205x9o6PFk0ksSdJynFcRQ5koy75JeXUt2VJRj9CVxiYqgoSNb6HIc/Bjp7RSJe1tbqp1OF81VfbWIt9Tk47BsNYofw2mcmhtOT9egw+Op1nJLCu4KUd84T+mOEok+FIwnsqO/1fP3vBguEQrR+UH8uYoY9dksfIOgtu72E+4vDtm58eArQzKOI5P17x7dAPAcbZnaIQN2fjooGwTtm3G5kEeWcyNFfeEMrKycqrFgHZgoqBlO7K4gawlKnQmtENpi1KCwwPYr1KSlXgrhgQv2UOGo626JDLLa2YPd2yOB+z9fnTQHQ1rqvffUYooDmu0QylH8V7nj2hrjdsnmI1G+SitbYnwiq796XNKqw6wYoFBHINDnzCKb2YXLIjMhopOG0xr6jPTEaQK2U+SHTHQVq1GWYPRnWJ9GG/9pCoETget4n5QH1pgWktVcpNGn7rTkWDsyiYRBh1dfNmXAZKPVLGSD1DUCWWRUi/zWCFNNgpXJNisq0Ir6wMy6EW4ci+dIjLsgoCuBJIBiOXQwRD59pz6Bccvb/B9dXx1fHV8dXx1fHV8dXx1fHW8dfzaWXhBJ0UrxyQrD8TX+kJ38S1OCeNBuWhKWDRJhzPxmcF2M6BeZui9inYoAG2dcL0bRrqyVg6tnLA6vIdaAB3v6pSNx+yUhbCeVP98lKOoDbbRENoVQdK/PQTzdoJeXXWExOFSi8o8uyZrBaydtJESW1QphVVUVkU8gdOKNlVkG58ZeKaOhO7ynZcbwR9Ns5LTwfbgtmvlYnad6JZU2QjEB6FcN07H5yCvsxG4GDPDJmFZDlhshmxDdagSFp74moWbrrq2XGCcpQ6dSmYYGTLakSctibERQ2a08zqAimEuZSKtLcO0YZiKN18YF/smjYxC/HPSypFqG7OeC47AphF3kuzBZoZsoKMYpq59VtUrVYesZHCpKH48l/duFLNNh10BnxH6FumBjUUlFYQoYNrT9wkMSlPJGM6ThnPPVhslFaOkIlX2gNWjcQf/3rdpfF6hElC1hnWds6wG8R63PnN3SVf5Cn5m/RazDnpe/UqqA7PTvHx1LPdyMSHxfl59w06j5fmFn9WtoW01baNjRq5rFX2/uqqXotkn7MqUicfyDTyTLVGWsdeKsLlid5zyYptG+ZAgw2CKTnbBlPDqxTGv1HGsSirjhCXarxwoDn8PJGnLaFAxzqvo3TUcbRlnFa+zKUUi8ytZ6ShxEioa40HFaC5I8cx06oKtXz/CWCxrb0Hln5syUrWs2+5eOtNVtWNl1LdWVdtRrlXjUEaBt58ApBLlXCeo+f9p7+xjLbuqAv5b5+veO++9mekwhZa2kWKIpiEEGkQIhBgQLZVQMZjUGMVIYqKQQNRgmyYG//APNeJHJBIUBBUF5CMQDEKRJvwj5bOUKWVghAotpe3M9L158979Pss/9t7nnHvfvW/mzry55/be9Ute3vnYZ++9zt7nnHX3XmvtoiI5EpcjiXEX+p2Edi+l4d+L3WHC7iCjEQ84tuHeH51m4mJZibLmF67tDFMe3LqG872MwTAEEXbPYxxp5Tl2/9ca5VRyt1NGTA5OM1u9FmtpzzmdVEYAB3lMIjlRJVinK8vdk6OtNu3DbuHxTs/lu9HocSjrk8bDYmQxQgtD6zCatXNVxm43o9PxsxuA7MSkmxGtJyL80p8kkXLtxjbR4XNFuZFoYd8anrHwTRl/RkN9O34kdbvXYHO3xdbmIboNd2zYiMhjIY3KkCKDNWVw1YBBkpffmTCNqBXzFSegC34a3rPnE2djqaA+tt7Ro7skcU7naj9C3M7o7aTE52IG3n5s2HDr7yXt3I2Cgh+hdh54UZjKGlZGpIqZmfK7VEUGOelmwhOPHgHgTGO9+EaEGRGJcjdKKBQel+D6U+RH8cC92zfW2/RbPXYPuwbqbWVE7cgF3QzfXi3faWVmzpQgT6WIjRW3hEEn8vL5vlINUhtGosZnfcaYqwIlCrrpPrw/0GOIqHvpjnszRErkA4Zl2YBWo8da1i+mnIIhXQi2Bc6Q7hyQkxUKVNwR8oebbMUNtgdBGXEL72prSOzd7tfWOhxpdVjPnNcZAEfcg9GM+zTjcnotR0bcV4PnV65lILBBHhX12nMPKsrhUCPaffcS6Pb9UHU/LhWQ0EFzLdYXK/AKSviQbz6xzubZNRprPQ77j3EzGRRBPcMLJRHnJt8epEV9+8O4onyEWD5DsmhAFg9p4kMRJF02sg5PXztPe+BeALv9lE4/IY3z4uMRDO2rQ7D9PKLTT+j0Unpdd+2gG9PbTZ28oQ/kUtqoeM+tOMvZSQc0sgHrfgorTFuNf7ByFfp5VEybbG30yM+mxN4TKiwknHRKo/zIRyEfd3WVXGmd1sJDMKpM/Y0Hv2P8wRU3jF4aD0hpY+RFjXeFztkmP84j2odd+x9udullyUgYg/BiPtdrstvPRu57r5cU635xPiXejooYVeA+0MNWTtJ2awKCW/jXhTLQYiHN6grkgTyLaJ6JEA0u/I0yOngRP6YyVes/+KlAnDmbJD1UmeruOSeOsIBx3BY0TujubPDQIe+F18iJKtNgAFlj4NbTiisvbW9nleyW3pTN0xEyyEg6lNGv81IxLI1UK80WdJQYho11zlwFjzzT9/dnnOf4+g6HD3XorPso6+2sCLjb3nL35Uw/Lp7r0N91EBVmB8GOJ9hwiX/rBkeRbFvJdrzi0SlXgx/xShrkez5QKgJJVJYdPADjkWSlEXllGjJ9LGNr66rCzgx1ax62ju8W+XXambNNAs4G+7GBOEeQdjn95RbNdmF0gj3rsOnME4br5YMiPpbVVnSI7eBN2ROCjWYxtd8q5/41hBRvuB9fYYp0fa3D1Ws7pPGQ87G37VJo9xO2O41C4QkKYJYMSONSuWtlfeIoZ9j0a80lDYbdzDlWeLna7YzH0o3CFChcG/uYRVUFSkRJIvfDNBwb5NHIj7xOP6E3iNFhGfcr3XZrMCY7fo043MLs68d3ePrGeVpegQzKZTT24kn81PPuwH9Xt46yyVGS7Qjx8g5VYBgVMZWiQ8ouMOxWvNgHWonsT9En3MmKMi/iFPZKsNbCU011Tx9tPSZkm+W6qUlHyx/XvozCf6oILyIQ+RhZXpntHVW2jw1oXdXmiPdYZmOXdjejs5uhbXePpe/NOqo/mPyPDyIl7weTGkZCGQDkIkiUg5b3jknmHdX7v+/ZAybqK2v/F6Jax4U7Y3X6czxMvibQzmCnstzLSBwMH2dp2HAvnGw7KgzB4477+FUXpi0ilGqEC20Gw6jFmdgbL/uHeBDm05vD4kWeZi7i+JFWh8Ne0Srd9fPioU28YdpA42KUoDtM2O2nbLeb7G77XnEuJdlxkWMLA/QM0iGkW0LjSVeXtcdzGmf7pYdLGpG0B2gkNDZ9SPwsdR10p8GOOIvP87GbVy/iDnn5ZSA+GGewp/CKWDXQWHEBRWdXcTZLcqRHs+VHB/KIXjchipSW9xhppgMiUXa6GTt+WRk5m5FtuthL4Z3oRjvcA1v1EMsT8au9ew8uH4RykMMmY0j54IUJ9TyF3jG/REWqNM8Lrcf8R3Yrp/VEj3inX4Twl/4Q584qhRGkpjGaRGTnU/rrPmRDqzRQnOSlUXUiCKM7hQ1Dp/S4qY76xDsRcq7Jef/TaEfhR+OeKhVzv+B1GnecHVoMtCptGxqvMIRtg57zMbnCj/ncPYtxJy9XIh+WIxnhhaKJG7Hr90u5Ro24/TIl1Rci5QisWxnAp/cBA4eVCPsaO5lkKKQhzlA3KZVRn2e/obQ3FLK8vMeJMvRL4xTeYG2lvyYMU8KKRBC8cqrt5D1ygrNHuMeok7f1Qz+id/oIPzh02EWPHpQjaUG2EBqF03GxpFFhIO+3Naq83yKnYISPQrBpCY4NAMnOoDQWLxQ+LRc6DSNLob+OOdEUgTWrI1Du570zuAFaZwZ0H0npr5cLlKtA3Ivp7q4XeSY7fjS/kpULLMxI7KqwREu1HzhbUUGeiMsI/VHZj6u2dyGv0E79QzGahg95cHJIivsJsNtc43uNY+71VBnRDGUXwZR9ee0EwqC5Ruq9UF0/ctcIjSeF5mmlv+Hy6f6oyebDLRd9fGTZkjLvsB+ejSKYcuK+R1FXinuSp86gO40ofuRHPfedSnerXnhCr5ew08uKb0or6fuYfuUIfq5Cb5jQg2JZnWcePsfm+jqylSFPOoHPb/nvTHWh6xjStltqBqB1Oqd5tk/cHowubVJxKHFCC6WH5+g9FqW4NsS5Sna0CEWQpzCorCQwwth+yC84byQdIT+T0juScPYaJ8g1z3yS6w6fLmZGAM7tNum2U7eclB+9k4E4791KGJQoeD92h6M2X4OckdAGg0rnn4BodWz7CiMi28DJuRW4WBwHTtddiZow2VePVZUbTPZVlH1V5Ybll/0nVPXqSSfmHQfqpKq+cM5lLgQi8hWTffVYVdlXVW4w2VdR9lWVG1ZbdvPCMwzDMAzDmBFToAzDMAzDMGZk3grUu+dc3iJhsq8mqyr7qsoNJvsqsqpywwrLPlcjcsMwDMMwjGXApvAMwzAMwzBmxBQowzAMwzCMGZmbAiUit4jISRE5JSJ3zKvcuhCRh0TkmyJyn4h8xR87JiJ3i8h3/f+r6q7nQSAi7xWRx0XkROXYRFnF8be+H9wvIjfXV/PLY4rcbxeRR3y73ycit1bO3enlPikiv1hPrQ8GEblBRO4RkW+JyAMi8hZ/fKnbfR+5l77dRaQpIl8SkW942f/EH79RRO71Mn5IRDJ/vOH3T/nzz6pVgMtgH9nfJyLfr7T78/3xpejvARGJReTrIvIpv7/0bX5RqOoV/8MtA/+/wLOBDPgGcNM8yq7rD3gIOD527M+BO/z2HcCf1V3PA5L15cDNwIkLyQrcCnwaF3v2xcC9ddf/gOV+O/CHE9Le5Pt9A7jRPw9x3TJchuzXAjf77Q3gO17GpW73feRe+nb3bbfut1PgXt+WHwZu98ffBfyu3/494F1++3bgQ3XLcAVkfx/w+gnpl6K/V+T5feDfgE/5/aVv84v5m9cI1IuAU6r6PVXtAR8EbptT2YvEbcD7/fb7gV+uryoHh6p+ATg7dniarLcB/6yOLwJHReTauVT0gJki9zRuAz6oql1V/T5wCvdcPCVR1UdV9Wt+ext4ELiOJW/3feSextK0u287v6okqf9T4BXAR/zx8TYPfeEjwCtFLrA664Kyj+zTWIr+DiAi1wO/BPyj3xdWoM0vhnkpUNcBP6zsP8z+L51lQIHPishXReR3/LFnqOqjfvvHwDPqqdpcmCbrKvSFN/th+/dWpmmXVm4/TP8C3K/ylWn3MblhBdrdT+XcBzwO3I0bUdtU1bAEbVW+QnZ/fgt42lwrfICMy66qod3/1Lf7X4mIX+lwqdr9r4G3Ua6K+DRWpM0vhBmRXzlepqo3A68G3iQiL6+eVDfGuRIxJFZJVuDvgZ8Eng88CvxlrbW5wojIOvBR4K2qeq56bpnbfYLcK9HuqjpU1ecD1+NG0n663hrNj3HZReS5wJ24e/AzwDHgj+qr4cEjIq8BHlfVr9Zdl0VkXgrUI8ANlf3r/bGlRVUf8f8fBz6Oe9k8FoZx/f/H66vhFWearEvdF1T1Mf+izYF/oJyuWTq5RSTFKREfUNWP+cNL3+6T5F6ldgdQ1U3gHuAluOmpsK5qVb5Cdn/+CHBmvjU9eCqy3+KndFVVu8A/sXzt/lLgtSLyEM705hXA37BibT6NeSlQXwae4y33M5xx2SfnVPbcEZE1EdkI28AvACdwMr/BJ3sD8Il6ajgXpsn6SeA3vZfKi4GtypTPU54xO4fX4dodnNy3ey+VG4HnAF+ad/0OCm/X8B7gQVV9R+XUUrf7NLlXod1F5GoROeq3W8CrcDZg9wCv98nG2zz0hdcDn/ejkk85psj+7cqPBcHZAVXb/Snf31X1TlW9XlWfhftuf15Vf50VaPOLYl7W6jivhO/g5szvmle5dfzhvA2/4f8eCPLi5oL/G/gu8DngWN11PSB5/x03bdHHzYe/cZqsOK+Ud/p+8E3ghXXX/4Dl/hcv1/24l8m1lfR3eblPAq+uu/6XKfvLcNNz9wP3+b9bl73d95F76dsdeB7wdS/jCeCP/fFn45TCU8B/AA1/vOn3T/nzz65bhisg++d9u58A/pXSU28p+vvYPfg5Si+8pW/zi/mzpVwMwzAMwzBmxIzIDcMwDMMwZsQUKMMwDMMwjBkxBcowDMMwDGNGkgsnMZaJ43KN9uiVB3yQ2CJU7N6NkXRcMN2EY3sOyYQkMjG7C5dVovvlMeWayXXxwYtmyiccl72Bj6amnVDmha6Zck73OXdReXIZMo+du2j5LzKNXoZM08/rZVxbPTfBhnRyl9qT54SesucxC2Xs//iU+ex9TCvn9im/eplLN+3ctLL0otKF4+Whsev2lDuefkoe+5QxWc7Zyt1bZvXchDwFpHJm0nVue+z9W7nqq/d3P6Oqt2AsLKZArRg9evxs9CoAJBKQaHQ7CkqIIFFUbDOyLYi/jkjKN2RIV90P2yPpor3XjaXTYp+J6VRkz7nxa4p9KdNp5RoNx32yIs+wLZWPt0hlm+I+uTymp9Nq2T5tWQ8qxydcN5IHe/MYqXuQc1K6vXlOTLffuX3y36++e8rlIupRlKXTyxrJo5KO8XS6p6zimpHyynTFxzikKfItrxF/TqZcF46LlGnDdWVXUf/n9qOR6/YejyjzjCrpqtdFI+m0SBf57WKfveeq15f7+Z5rInEBqeNKWdV0MTq6L0rkg1hHosRUz+VFHrHkZd4+j7iSfzyWR+zTRmhlOycu6pGPXFetR+yPV8suyqrkHXuZizwq9yZG/T7lOd+2sUDsWzoCYhEivx9T2RYhIqrsuz2A+NrvHsdYaGwKzzAMwzAMY0ZMgTIMwzAMw5gRU6AMwzAMwzBmxBQowzAMwzCMGTEFyjAMwzAMY0ZMgTIMwzAMw5gRU6AMwzAMwzBmxBQowzAMwzCMGTEFyjAMwzAMY0ZMgTIMwzAMw5gRU6AMwzAMwzBmxBQowzAMwzCMGTEFyjAMwzAMY0ZMgTIMwzAMw5gRU6AMwzAMwzBmxBQowzAMwzCMGRFVrbsOxhwRkf8Cjl9mNseB0wdQnWXE7s1k7L5Mxu7LZOy+wGlVvaXuShjTMQXKmBkR+YqqvrDueiwidm8mY/dlMnZfJmP3xXgqYFN4hmEYhmEYM2IKlGEYhmEYxoyYAmVcCu+uuwILjN2bydh9mYzdl8nYfTEWHrOBMgzDMAzDmBEbgTIMwzAMw5gRU6CMS0JE/kJEvi0i94vIx0XkaN11WgRE5FdF5AERyUVk5b2IROQWETkpIqdE5I6667MoiMh7ReRxETlRd10WCRG5QUTuEZFv+efoLXXXyTCmYQqUcancDTxXVZ8HfAe4s+b6LAongF8BvlB3RepGRGLgncCrgZuAXxORm+qt1cLwPsBi/OxlAPyBqt4EvBh4k/UZY1ExBcq4JFT1s6o68LtfBK6vsz6Lgqo+qKon667HgvAi4JSqfk9Ve8AHgdtqrtNCoKpfAM7WXY9FQ1UfVdWv+e1t4EHgunprZRiTMQXKOAh+G/h03ZUwFo7rgB9W9h/GPobGRSIizwJeANxbc1UMYyJJ3RUwFhcR+RxwzYRTd6nqJ3yau3DD7h+YZ93q5GLui2EYl46IrAMfBd6qqufqro9hTMIUKGMqqvrz+50Xkd8CXgO8UlcoHsaF7otR8AhwQ2X/en/MMKYiIilOefqAqn6s7voYxjRsCs+4JETkFuBtwGtVdbfu+hgLyZeB54jIjSKSAbcDn6y5TsYCIyICvAd4UFXfUXd9DGM/TIEyLpW/AzaAu0XkPhF5V90VWgRE5HUi8jDwEuA/ReQzddepLryTwZuBz+CMgT+sqg/UW6vFQET+Hfgf4KdE5GEReWPddVoQXgr8BvAK/165T0RurbtShjEJi0RuGIZhGIYxIzYCZRiGYRiGMSOmQBmGYRiGYcyIKVCGYRiGYRgzYgqUYRiGYRjGjJgCZRiGYRiGMSOmQBmGYRiGYcyIKVCGYRiGYRgzYgqUYRiGYRjGjPw/OjrdpCereRIAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "mel_after = tf.reshape(mel_after, [-1, 80]).numpy()\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax1 = fig.add_subplot(311)\n",
    "ax1.set_title(f'Predicted Mel-after-Spectrogram')\n",
    "im = ax1.imshow(np.rot90(mel_after), aspect='auto', interpolation='none')\n",
    "fig.colorbar(mappable=im, shrink=0.65, orientation='horizontal', ax=ax1)\n",
    "plt.show()\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Let inference other input to check dynamic shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "input_text = \"The Commission further recommends that the Secret Service coordinate its planning as closely as possible with all of the Federal agencies from which it receives information.\"\n",
    "input_ids = processor.text_to_sequence(input_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "mel_before, mel_after, duration_outputs, _, _ = fastspeech2.inference(\n",
    "    input_ids=tf.expand_dims(tf.convert_to_tensor(input_ids, dtype=tf.int32), 0),\n",
    "    speaker_ids=tf.convert_to_tensor([0], dtype=tf.int32),\n",
    "    speed_ratios=tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    "    f0_ratios =tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    "    energy_ratios =tf.convert_to_tensor([1.0], dtype=tf.float32)\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "mel_after = tf.reshape(mel_after, [-1, 80]).numpy()\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax1 = fig.add_subplot(311)\n",
    "ax1.set_title(f'Predicted Mel-after-Spectrogram')\n",
    "im = ax1.imshow(np.rot90(mel_after), aspect='auto', interpolation='none')\n",
    "fig.colorbar(mappable=im, shrink=0.65, orientation='horizontal', ax=ax1)\n",
    "plt.show()\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
